From 76036e1d7bc0cf82b2c0e007969e0ef2ee678027 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Thu, 8 Oct 2026 17:25:33 +0200
Subject: [PATCH 01/18] docs: align Agents guides and API reference with
 current dev

---
 AGENTS.md                                     |   8 +-
 README.md                                     |  17 ++
 components/diagrams.tsx                       |   8 +-
 content/docs/admin-panel.mdx                  |   2 +-
 content/docs/developers/agent-builder.mdx     |  79 +++++--
 content/docs/developers/agent-description.mdx |  76 ++++--
 .../api-ref/agents-and-versions.mdx           | 218 ++++--------------
 .../developers/api-ref/authentication.mdx     | 139 +++--------
 .../developers/api-ref/files-and-projects.mdx |  36 +--
 content/docs/developers/api-ref/meta.json     |   1 +
 content/docs/developers/api-ref/runs.mdx      |  10 +-
 content/docs/developers/api-ref/schedules.mdx |  14 +-
 content/docs/developers/api-ref/sharing.mdx   |  55 +++++
 .../api-ref/threads-and-messages.mdx          | 173 +++-----------
 content/docs/developers/architecture.mdx      |  62 +++--
 .../context-isolation-in-threads.mdx          |   8 -
 content/docs/developers/evaluations.mdx       |  61 -----
 .../export-import-and-share-agents.mdx        |  53 ++++-
 content/docs/developers/inbox.mdx             |  33 +++
 content/docs/developers/meta.json             |  15 +-
 .../developers/parent-and-child-threads.mdx   |   8 -
 content/docs/developers/project-context.mdx   |  51 ++--
 content/docs/developers/schedules.mdx         |  71 ++++--
 .../docs/developers/threads-and-contexts.mdx  |  92 +++-----
 content/docs/developers/user-preferences.mdx  |  35 ---
 content/docs/developers/versions.mdx          |  68 ------
 content/docs/developers/webhooks.mdx          | 120 ----------
 content/docs/features/approvals.mdx           | 117 +++-------
 content/docs/features/chat.mdx                |  14 +-
 content/docs/features/mcp.mdx                 |   8 +-
 content/docs/features/memory.mdx              |  16 +-
 content/docs/features/open-architecture.mdx   |  26 +--
 content/docs/going-deeper.mdx                 |   2 +-
 content/docs/index.mdx                        |   2 +-
 content/docs/integrations/github.mdx          |   2 +-
 content/docs/integrations/gmail.mdx           |   2 +-
 content/docs/integrations/slack.mdx           |   2 +-
 content/docs/interface/composer.mdx           |  19 +-
 content/docs/remote/telegram.mdx              |   4 +-
 content/docs/resources/faq.mdx                |   2 +-
 content/docs/resources/pricing.mdx            |   6 +-
 content/docs/workflows/dev-bug-fix.mdx        |   2 +-
 public/_redirects                             |  18 ++
 43 files changed, 683 insertions(+), 1072 deletions(-)
 create mode 100644 content/docs/developers/api-ref/sharing.mdx
 delete mode 100644 content/docs/developers/context-isolation-in-threads.mdx
 delete mode 100644 content/docs/developers/evaluations.mdx
 create mode 100644 content/docs/developers/inbox.mdx
 delete mode 100644 content/docs/developers/parent-and-child-threads.mdx
 delete mode 100644 content/docs/developers/user-preferences.mdx
 delete mode 100644 content/docs/developers/versions.mdx
 delete mode 100644 content/docs/developers/webhooks.mdx

diff --git a/AGENTS.md b/AGENTS.md
index 4d8593a..8886e9f 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -13,7 +13,7 @@
 The navigation keeps Home first, then sorts the top-level sections and the pages inside each section alphabetically:
 
 - **Administration** - `/admin-panel`. Browser-admin access, dashboards, governance records, runtime controls, and network policy.
-- **Agents (Beta)** - `/developers/*`. Guides cover Agent setup, threads, context, projects, schedules, preferences, and webhooks. Architecture and the REST API reference live here too, with API pages under `/developers/api-ref/*`.
+- **Agents (Beta)** - `/developers/*`. Guides cover creation and refinement, capabilities, the main conversation and delegated sessions, files and context, routines, Inbox, and sharing. Architecture and the beta client API reference live here too, with API pages under `/developers/api-ref/*`.
 - **App setup** - `/integrations/{github, gmail, google-calendar, slack}`. Per-app permissions and prompts, not feature pages. All of them connect through the Apps tab of the Add MCP dialog.
 - **Deployment models** - `/deployment-models`. Current availability and operating boundaries for Fluso Cloud, dedicated AWS VPC, planned Azure VNet, and scoped on-premises deployments.
 - **Features** - `/features/*`. Approvals and permissions, Apps and MCP servers, Chat, Confidential mode, Imports, Memory, Projects, Skills, and Tasks.
@@ -42,7 +42,8 @@ Email, calendar, code, content, research are skills, not separate features. The
 ## Terminology
 
 - **Fluso** — the product.
-- **Apps** / **MCP connections** — the connections to third-party apps. There is no separate connector system; "Plugins" is the sidebar item, and connections live under **Plugins → MCP**. Don't introduce "connector" in new copy except where the app itself still says "connector tools" (the approvals settings).
+- **Apps** / **MCP connections** — the connections to third-party apps. There is no separate connector system; connections live under **Plugins → MCP**. Use **Connectors** when referring to the Agent editor's capability picker.
+- **Agent** — saved setup and a continuing main conversation. **Manager** refines that one Agent; **sessions** are delegated conversations; **routines** are scheduled messages. Main conversations take saved setup changes on their next turn; existing delegated sessions retain their setup.
 - **Knowledge graph** — Fluso's persistent memory. Lowercase.
 - **Skills** — specialised capabilities that activate automatically. Built-in or custom (`SKILL.md`).
 - **Projects** — workspaces that scope context, files, and tasks.
@@ -83,7 +84,8 @@ The docs follow Wikipedia's "Signs of AI writing" guide. The bans below aren't s
 ## Content boundaries
 
 - Never invent feature behaviour. If a capability isn't documented in source materials, leave it out.
-- Always pair "Fluso can send X" with the approval safety note: drafts are shown for review.
+- When describing external sends, explain how to request and review a draft and choose **Ask me first**. Do not claim every write requires approval: saved tool rules, connection settings, and the chat's mode determine that behavior.
+- Verify Agent behavior against both current frontend and backend code. Do not restore removed Studio graphs, evaluations, version rollback, YAML transfer, webhook triggers, or thread-management toggles from historical release notes.
 - For product actions, point users to the macOS download at `https://fluso.ai/` and to support at `support@premai.io`. Don't link to `app.fluso.ai`. Fluso is a desktop app.
 
 ## Publishing release notes
diff --git a/README.md b/README.md
index 974e532..76a5a9d 100644
--- a/README.md
+++ b/README.md
@@ -21,6 +21,23 @@ npm run start   # serve the built out/ directory
 
 Writing rules and voice live in [AGENTS.md](AGENTS.md).
 
+## Keeping the Agents guides current
+
+The October 8, 2026 refresh was checked against backend `dev` at [54df16716](https://github.com/premAI-io/premapp-backend/commit/54df16716fd37ddb1d48faff1b6f14bc05a8a6df) and frontend `dev` at [529cd9f6b](https://github.com/premAI-io/fluso-frontend/commit/529cd9f6b3b06d9cbb7c57acd6e52eb1da0e62df). These are development behavior, not a claim about production rollout.
+
+Check both sides when updating the guides:
+
+| Behavior | Backend source | Frontend source (under `apps/frontend/src/`) |
+| --- | --- | --- |
+| Setup, edits, capabilities, context | `agents/src/agent-library/{service,chat-binding}.ts`, `agents/src/context/assembler.ts`, `agents/prompts/agent-manager.md` | `features/agents/components/{agent-manager,agent-form,agent-capability-select}.tsx` |
+| Sessions and queued work | `agents/src/hosted/{flusoctl,session-controller}.ts` | `features/agents/components/agent-sessions.tsx`, `features/chats/components/ChatMessagesPanel.tsx` |
+| Routines and Inbox | `backend/aci/server/services/agent_schedules.py`, `backend/aci/server/routes/agent_runs.py` | `features/agents/components/agent-routines-page.tsx`, `app/(dashboard)/agents/inbox/page.tsx`, `stores/inbox-seen-store.ts` |
+| Sharing and starting points | `backend/aci/server/{routes/agent_shares,services/agent_templates}.py`, `agents/src/agent-library/share-resources.ts` | `features/agents/components/{agent-share-dialog,agent-import-page}.tsx` |
+| Availability and approvals | `backend/aci/common/db/crud/mcp_permission_modes.py`, `backend/aci/server/routes/mcp/permissions.py` | `lib/config.ts`, `features/mcp/lib/permission-mode.ts` |
+| API contracts | `backend/aci/server/routes/`, `backend/aci/common/schemas/` | `features/agents/api/`, `lib/api/`, `app/auth/client/page.tsx` |
+
+Use source behavior over old release notes. Remove retired pages from navigation and add their replacements to `public/_redirects`, including markdown export URLs. Cloudflare Pages serves these redirects; Next's local dev server does not.
+
 ## Deployment
 
 Pushes to `main` build and deploy via `.github/workflows/deploy.yml` (Cloudflare Pages, project `fluso-docs`). Requires the `CLOUDFLARE_API_TOKEN` and `CLOUDFLARE_ACCOUNT_ID` repo secrets.
diff --git a/components/diagrams.tsx b/components/diagrams.tsx
index 2730caf..7bc4168 100644
--- a/components/diagrams.tsx
+++ b/components/diagrams.tsx
@@ -49,7 +49,7 @@ function ProjectMemory({ name }: { name: string }) {
         <FolderClosed aria-hidden="true" className="size-4 text-fd-primary" />
         {name}
         <span className="ms-auto rounded-full bg-fd-muted px-2 py-0.5 text-[11px] font-normal text-fd-muted-foreground">
-          private scope
+          context scope
         </span>
       </div>
       <div className="space-y-2">
@@ -76,7 +76,7 @@ export function MemoryScopeDiagram() {
     >
       <Layer
         label="Global preferences"
-        detail="Your timezone, response style, and standing instructions apply in every project"
+        detail="Response style and standing instructions for ordinary chats across projects"
         icon={Users}
         emphasis
       />
@@ -91,8 +91,8 @@ export function MemoryScopeDiagram() {
         id="memory-scope-caption"
         className="mt-4 text-center text-xs leading-relaxed text-fd-muted-foreground"
       >
-        Global preferences apply everywhere. Project context and working memory
-        stay inside their project.
+        Ordinary chats load global preferences. Saved Agents use their own
+        instructions. Project working memory is recalled within its project.
       </figcaption>
     </figure>
   );
diff --git a/content/docs/admin-panel.mdx b/content/docs/admin-panel.mdx
index 63ab80e..c6a580e 100644
--- a/content/docs/admin-panel.mdx
+++ b/content/docs/admin-panel.mdx
@@ -45,7 +45,7 @@ The **Admin** organization role does not grant access to Fluso Admin. Panel acce
 
 Each governance event records the actor, action, target, detail, and time. Current action types cover Microsoft Entra metadata, tenant configuration, teams, roles, access requests, and Agent access records.
 
-This is not an Agent activity trace or a complete record of Admin mutations. It does not show tool calls, logins, prompts, document edits, messages, files, knowledge graphs, runtime controls, Sponsored Confidential changes, or network-policy changes. Use an Agent's **Analytics** page for its recorded runs.
+This is not an Agent activity trace or a complete record of Admin mutations. It does not show tool calls, logins, prompts, document edits, messages, files, knowledge graphs, runtime controls, Sponsored Confidential changes, or network-policy changes. Inspect the Agent's conversation and [Inbox](/developers/inbox) for work and failures, or use the [Runs API](/developers/api-ref/runs) for recorded request state.
 
 ## Runtime and user controls
 
diff --git a/content/docs/developers/agent-builder.mdx b/content/docs/developers/agent-builder.mdx
index 879e42d..e93df60 100644
--- a/content/docs/developers/agent-builder.mdx
+++ b/content/docs/developers/agent-builder.mdx
@@ -1,40 +1,73 @@
 ---
-title: Agent builder
-sidebarTitle: Agent builder
-icon: workflow
-description: Turn a plain-language request into an Agent draft, then review or refine it before saving.
+title: Create and refine an Agent
+sidebarTitle: Create and refine
+icon: bot
+description: Describe a recurring job, try it with real input, and improve the same Agent over time.
 ---
 
-Open **Control Panel → Create Agent** to start in Agent Studio. Describe the job in plain language. Studio drafts the Agent definition and a small workflow preview before anything is saved.
+An Agent is a saved assistant for a particular job. It keeps its instructions, capabilities, reference files, and one main conversation. Use ordinary [chat](/features/chat) for a one-off request; use an Agent when you want to return to the same responsibility.
 
-> *"Create a customer escalation coordinator. Gather the customer, impact, urgency, and open questions. Read relevant Gmail and Google Drive context, classify the case as P0 or P1, prepare the next steps, and require approval before sending anything."*
+<Note>
+  These guides describe the current development build. Agents is available in Fluso Dev and in builds where it has been enabled. If **Agents** is missing from your sidebar, your build has not enabled it.
+</Note>
 
-## Build the first draft
+## Create from a conversation
 
-A useful request names four things:
+1. Switch to **Agents** in the sidebar and select **New Agent**.
+2. Choose a project if its files belong somewhere other than **Home**.
+3. Describe the job in the message box and send it.
 
-- The input, such as a support request or release candidate.
-- The outcome, such as a severity decision or handoff package.
-- The sources and capabilities the Agent may use.
-- The boundaries that must hold, such as approval before an external action.
+> *"Create a release reviewer. Compare the release notes, test results, and open blockers I provide. Return a go/no-go recommendation with evidence, unresolved risks, and owners. Ask when the evidence conflicts. Do not publish or contact anyone."*
 
-Select **Build**. Studio returns the Agent name, description, instructions, and a short graph of the proposed steps. The graph is a design preview. It helps you check the order and decision points, but it is not executable code.
+That first message starts the Agent's **Manager** conversation. The Manager names the Agent and saves its setup. As it is created, its name appears in the sidebar and its setup appears beside the conversation. You can keep refining it there.
 
-## Refine without starting over
+Check the saved instructions and capabilities, then select **Launch agent** to open its main conversation. Creation does not run the job or create a routine.
 
-Use the Studio message box to change the draft:
+If you prefer direct controls, **Fill in a form instead** on New Agent opens the same setup fields without a creation conversation.
 
-> *"Only use P0 and P1. Run the Gmail and Drive lookups in parallel. Stop for approval before sending a customer reply."*
+If you leave before creation finishes, return to **New Agent → Continue setup**. An unfinished setup stays there until you resume or delete it.
 
-Studio revises the current draft and replaces the workflow preview. If a request fails, the last valid preview stays in place so you can retry.
+## Start from a Fluso example
 
-## Create or open the editor
+**My Agents** and **New Agent** also offer starting points:
 
-- Select **Create Agent** when the draft is ready.
-- Select **Go to editor** when you want to inspect every field, capability, knowledge file, or thread setting first.
+| Starting point | First useful input |
+| --- | --- |
+| Research brief | A question, options, constraints, and any sources you already have |
+| Project follow-through | Meeting notes, project updates, or a task export |
+| Inbox triage | Your connected Google Workspace account and the inbox and date range to review |
+| Document review | A document, its audience, and the outcome you need |
 
-Studio only selects capabilities already available to you. Creating the Agent saves the definition. Existing Agent threads keep the definition they started with, so test changes in a new thread.
+Preview the setup and create your own copy. If a required app is missing or disconnected, the Manager helps finish setup. Otherwise, the copy opens its main conversation. Changes to the Fluso example do not overwrite your copy.
 
-## Next
+## Try the first real task
 
-See [Agent description](/developers/agent-description) for field boundaries and [Threads and contexts](/developers/threads-and-contexts) for what a new Agent thread receives.
+Give the Agent the input it needs, not another request to create itself.
+
+> *"Review these release notes and the attached test report. The release is Thursday. Identify blockers and give me a recommendation. Do not assume a missing test passed."*
+
+Read the answer and open any delivered files. Check sources, missing information, and the requested output. Try a follow-up that changes an assumption, then a case with incomplete evidence.
+
+For work that could send a message or change another app, ask for a draft and review it first. Choose **Ask me first** when you want tool approval; see [Approvals and permissions](/features/approvals).
+
+## Refine the same Agent
+
+The main conversation does the work. The **Manager** changes how that Agent is set up and can review its conversations to diagnose a problem.
+
+From a chat, select the **Edit agent** pencil to open the setup page. Choose **Manager** to explain a change, or **Edit** to change the fields yourself. The Agent's actions menu also offers **Modify**, which opens its Manager.
+
+> *"The last review treated missing evidence as a pass. Change the instructions so missing evidence is listed as unresolved, while preserving the rest of the review format."*
+
+Saved changes apply to the main conversation on its **next turn**. Keep using that conversation. A turn already running and delegated sessions already created retain their earlier setup.
+
+If you queue a message with changed setup while an older turn runs, it shows **Saved setup applies next turn**. It waits rather than changing the active turn. You can still edit or cancel it.
+
+To undo a change, tell the Manager exactly what to restore or edit the saved fields. There is no version-history or rollback screen in the current UI.
+
+## Keep or remove it
+
+Star an Agent to find it quickly. **Change appearance** changes its avatar without changing its instructions. **Duplicate** copies its setup and knowledge files; conversations and routines start fresh.
+
+**Delete** permanently removes the Agent, its conversations, routines, and public share link. Copies other people already imported remain independent. Project files are separate; deleting an Agent is not a project cleanup.
+
+Next: [Setup and capabilities](/developers/agent-description), [Conversations and sessions](/developers/threads-and-contexts), or [Routines](/developers/schedules).
diff --git a/content/docs/developers/agent-description.mdx b/content/docs/developers/agent-description.mdx
index c2aa449..30c65e0 100644
--- a/content/docs/developers/agent-description.mdx
+++ b/content/docs/developers/agent-description.mdx
@@ -1,35 +1,69 @@
 ---
-title: Agent description
-sidebarTitle: Agent description
-icon: file-text
-description: Write a clear Agent summary and keep it separate from the goal and standing instructions.
+title: Setup and capabilities
+sidebarTitle: Setup and capabilities
+icon: sliders-horizontal
+description: Set instructions, skills, app access, reference files, and response defaults for an Agent.
 ---
 
-The description is the short answer to "What does this Agent do?" It appears in Agent lists and search, and it becomes part of the saved Agent definition when a thread starts.
+Open an Agent's setup from the **Edit agent** pencil in its chat. **Manager** lets you refine it in conversation; **Edit** opens the form. Both change the same saved setup.
 
-Keep it to one sentence. Name the responsibility, input, and output when they fit.
+## Write instructions that describe the job
 
-> *"Triages customer escalations and prepares an approval-ready response plan."*
+The first line is the short purpose shown in Agent lists. There are no separate description or goal fields.
 
-## Description, goal, and instructions
+Include the outcome, useful inputs, how to handle uncertainty, and any boundary that matters for the job. Markdown headings and lists render in the setup page; expand **Instructions** to read the full text.
 
-These fields have different jobs:
+> *"Review release readiness using the supplied notes, test results, and issue links. Separate confirmed blockers from missing evidence. Give a recommendation with sources and owners. Ask me to resolve conflicting priorities. Prepare communications as drafts for my review."*
 
-| Field | Use it for | Example |
-| --- | --- | --- |
-| Name | A short label you can find quickly | Customer escalation coordinator |
-| Description | What the Agent is responsible for | Triages customer escalations and prepares a response plan. |
-| Goal | The result that marks success | Return a severity, owner, and next-step package. |
-| Instructions | Rules, sources, order, and approval boundaries | Check Gmail and Drive. Require approval before any external send. |
+| Setting | What it controls |
+| --- | --- |
+| Name | The label in the sidebar and chat |
+| Purpose and instructions | Standing behavior and the expected result |
+| Conversation starters | Up to three suggested first messages; they do not run automatically |
+| Knowledge files | Saved reference copies for this Agent |
+| Skills | Guides and tools the Agent can use |
+| Connectors | Which connected apps or MCP servers the Agent may use |
+| Responses | **High** for deeper reasoning, or **Fast** for quicker responses |
+| Project | Where the main conversation is placed when first created |
 
-Do not put the full workflow in the description. Long rules are harder to scan there and belong in **Instructions**.
+The Agent's response mode is controlled here, rather than changed independently in its main chat composer.
 
-## Changes apply to new threads
+Names are limited to 64 characters and must be unique in your library. Instructions allow 4,000 characters. Each starter allows 200 characters. Use knowledge files for longer reference material.
 
-An Agent thread keeps the saved definition it started with. Changing the description, goal, instructions, project, capabilities, or knowledge files creates a new definition for future threads. It does not rewrite an existing conversation.
+## Select skills
 
-Start a new thread after an edit when you need to verify the new behavior.
+A form-created Agent starts with all available skills. You can narrow that selection, including turning every skill off. An unrestricted selection also includes skills installed later.
 
-## Next
+The Manager and Fluso starting points choose skills for the job. Check the resulting selection rather than assuming every Agent has the same capabilities.
 
-Build the first draft in [Agent builder](/developers/agent-builder), or update these fields through [Agents and versions](/developers/api-ref/agents-and-versions).
+A custom skill is a shared workspace file. Editing it can affect other chats or Agents that use it. Ask the Manager for a separate skill when a change should apply only to this Agent.
+
+## Grant app access
+
+Connections are managed under **Plugins → MCP**. The Agent editor calls its selection **Connectors**.
+
+| Agent setting | Behavior |
+| --- | --- |
+| Allowed | The Agent may use that connection, subject to account access and tool approvals |
+| Read only | The Agent may use tools classified as read-only |
+| Not selected | The Agent cannot use that connection through its app tools |
+
+Adding a connection to an Agent defaults it to **Allowed**, including when the Manager creates the Agent. Existing read-only restrictions stay until you change them. An empty selection does not grant every connection.
+
+Three separate things must be in place: the app must be selected for the Agent, your account must be connected, and the requested tool action must pass the chat's approval and organization policies. **Allowed** does not mean connected, and it does not bypass those policies.
+
+To prepare an email or another external action for review, ask for a draft and use **Ask me first**. If a tool is unavailable, check [Apps & MCP](/features/mcp) and [Approvals and permissions](/features/approvals) before rewriting the Agent.
+
+## Understand when changes apply
+
+| Change | Effect |
+| --- | --- |
+| Save instructions, capabilities, or knowledge selection | The next turn in the main conversation uses the saved setup |
+| Save while a turn is running | That turn continues with its accepted setup |
+| Change setup after a session was delegated | That existing session keeps its earlier setup |
+| Edit a shared skill file | Existing conversations can read the changed file |
+| Change the project setting | Existing conversations and files stay where they are |
+
+A conflicting save from another tab asks you to review the latest setup. Do not overwrite it without checking the other changes.
+
+The Manager's role is to refine this Agent. That separation is not a private filesystem for each Agent: workspace files remain shared within your account. See [Files and context](/developers/project-context).
diff --git a/content/docs/developers/api-ref/agents-and-versions.mdx b/content/docs/developers/api-ref/agents-and-versions.mdx
index 212f201..be2d0bd 100644
--- a/content/docs/developers/api-ref/agents-and-versions.mdx
+++ b/content/docs/developers/api-ref/agents-and-versions.mdx
@@ -1,211 +1,89 @@
 ---
-title: Agents and versions
-sidebarTitle: Agents & versions
+title: Agents
+sidebarTitle: Agents
 icon: bot
-description: Create Agents, read their current immutable configuration, and publish safe updates.
+description: Create an Agent, update its current setup safely, and attach reference files.
 ---
 
-An Agent record points at one immutable configuration through `currentConfigId`. Use that ID as `baseConfigId` when you update the Agent.
+These are authenticated beta client routes. Agent fields use camelCase and configurations use `schemaVersion: 2`. The current model has instructions, skills, app policies, and knowledge files; it has no separate description, goal, or thread-management mode.
 
-For the product flow, including reviewing changes and rolling back safely, see [Versions](/developers/versions).
+For the user workflow, see [Create and refine](/developers/agent-builder).
 
-Agent-owned work runs in [threads](/developers/api-ref/threads-and-messages) and can start from [schedules](/developers/api-ref/schedules) or [webhooks](/developers/webhooks).
-
-## List Agents
-
-<Endpoint method="GET" path="/v1/agents" />
-
-Returns paginated Agent summaries, with optional text search through `q`.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/agents?page=1&limit=20&q=release" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
-
-```json title="Response: 200"
-{
-  "agents": [
-    {
-      "agentId": "agt_0123456789ab4def8123456789abcdef",
-      "currentConfigId": "cfg_11111111111141118111111111111111",
-      "name": "Release reviewer",
-      "description": "Reviews release candidates",
-      "projectName": "Release Review",
-      "responseMode": "high",
-      "createdAt": "2026-08-31T09:00:00Z",
-      "updatedAt": "2026-08-31T09:00:00Z",
-      "lastChatAt": null,
-      "chatCount": 0,
-      "activeScheduleCount": 0,
-      "nextRunAt": null
-    }
-  ],
-  "pagination": { "page": 1, "limit": 20, "total": 1, "pages": 1 }
-}
-```
-
-## Create an Agent
+## Create and read
 
 <Endpoint method="POST" path="/v1/agents" />
 
-Creates an Agent and its first immutable configuration.
+Creating a definition does not create or run a conversation. The project must already exist; `Home` is the default.
 
-Create `Release Review` through `POST /v1/agent/projects` first. `Home` is available by default.
-
-```bash title="Request"
+```bash
 curl "$FLUSO_API/v1/agents" \
-  -X POST \
   -H "Authorization: Bearer $FLUSO_TOKEN" \
   -H 'Content-Type: application/json' \
   -d '{
     "name": "Release reviewer",
-    "description": "Reviews release candidates",
-    "goal": "Return a go or no-go decision",
-    "instructions": "Cite blockers and name each follow-up owner.",
-    "conversationStarters": ["Review this candidate"],
+    "instructions": "Review supplied evidence. Separate blockers from missing information. Do not publish or contact anyone.",
+    "conversationStarters": ["Review this release candidate"],
     "responseMode": "high",
-    "projectName": "Release Review"
+    "projectName": "Home",
+    "skills": ["pdf", "docx"],
+    "connectors": {}
   }'
 ```
 
-```json title="Response: 201, selected fields"
-{
-  "agentId": "agt_0123456789ab4def8123456789abcdef",
-  "currentConfigId": "cfg_11111111111141118111111111111111",
-  "state": "active",
-  "createdAt": "2026-08-31T09:00:00Z",
-  "updatedAt": "2026-08-31T09:00:00Z",
-  "lastChatAt": null,
-  "chatCount": 0,
-  "config": {
-    "schemaVersion": 1,
-    "configId": "cfg_11111111111141118111111111111111",
-    "agentId": "agt_0123456789ab4def8123456789abcdef",
-    "name": "Release reviewer",
-    "normalizedName": "release reviewer",
-    "description": "Reviews release candidates",
-    "goal": "Return a go or no-go decision",
-    "instructions": "Cite blockers and name each follow-up owner.",
-    "conversationStarters": ["Review this candidate"],
-    "responseMode": "high",
-    "threadManagementEnabled": true,
-    "threadCreationMode": "explicit",
-    "projectName": "Release Review",
-    "knowledgeFiles": [],
-    "skills": null,
-    "connectors": null,
-    "createdAt": "2026-08-31T09:00:00Z",
-    "contentDigest": "0123456789abcdef0123456789abcdef0123456789abcdef0123456789abcdef"
-  }
-}
-```
-
-## Read the current configuration
-
-<Endpoint method="GET" path="/v1/agents/{agentId}" />
-
-Returns the Agent record and the configuration named by `currentConfigId`.
+The `201` response contains `agentId`, `currentConfigId`, and `config`. Save the returned IDs. An optional UUID `creationId` supports retrying the same creation.
 
-```bash title="Request"
-curl "$FLUSO_API/v1/agents/agt_0123456789ab4def8123456789abcdef" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
-
-```json title="Response: 200, selected fields"
-{
-  "agentId": "agt_0123456789ab4def8123456789abcdef",
-  "currentConfigId": "cfg_11111111111141118111111111111111",
-  "state": "active",
-  "config": {
-    "schemaVersion": 1,
-    "configId": "cfg_11111111111141118111111111111111",
-    "name": "Release reviewer",
-    "goal": "Return a go or no-go decision"
-  }
-}
-```
+| Method and path | Result |
+| --- | --- |
+| `GET /v1/agents?page=1&limit=50&q=release` | Agent summaries and pagination; `purpose` is derived from instructions |
+| `GET /v1/agents?all=true` | The complete bounded library in one response |
+| `GET /v1/agents/{agentId}` | Current Agent record and configuration |
+| `GET /v1/agents/{agentId}/chats` | Main conversation, delegated sessions, and Manager, including role and earlier-setup markers |
 
-## Publish an update
+## Update without overwriting someone else's edit
 
 <Endpoint method="PATCH" path="/v1/agents/{agentId}" />
 
-Creates a new configuration when the submitted fields change the Agent.
+Read the Agent first. Send its `currentConfigId` as `baseConfigId`, with only the fields you intend to change.
 
-```bash title="Request"
-curl "$FLUSO_API/v1/agents/agt_0123456789ab4def8123456789abcdef" \
-  -X PATCH \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -H 'Content-Type: application/json' \
-  -d '{
-    "baseConfigId": "cfg_11111111111141118111111111111111",
-    "goal": "Return a go or no-go decision with named owners"
-  }'
-```
-
-```json title="Response: 200, selected fields"
+```json
 {
-  "agentId": "agt_0123456789ab4def8123456789abcdef",
-  "currentConfigId": "cfg_22222222222242228222222222222222",
-  "state": "active",
-  "config": {
-    "schemaVersion": 1,
-    "configId": "cfg_22222222222242228222222222222222",
-    "goal": "Return a go or no-go decision with named owners"
-  }
+  "baseConfigId": "<currentConfigId from GET>",
+  "instructions": "Review supplied evidence. Missing evidence remains unresolved. Do not publish or contact anyone."
 }
 ```
 
-An unchanged patch returns the existing config ID. A stale `baseConfigId` returns `409 STALE_AGENT_CONFIG` and includes the current config ID in `error.details.currentConfigId`.
+A stale revision returns `409 STALE_AGENT_CONFIG`. Read again and reapply the intended change; do not blindly resend all fields from an old form.
 
-## List available configurations
+Omitted fields stay unchanged. Submitted lists and connector maps replace the whole field.
 
-<Endpoint method="GET" path="/v1/agents/{agentId}/versions" />
+| Field | Meaning |
+| --- | --- |
+| `skills: null` | All skills available to an ordinary chat, including later additions |
+| `skills: []` | No selected skills |
+| `connectors: null` or `{}` | No app grants |
+| `connectors: {"<serverId>": "allow"}` | Selected connection permitted, subject to account and approval policies |
+| `read_only` / `deny` | Restrict that connection to classified read-only tools, or block it |
 
-Returns up to 100 available immutable configurations, newest first. Older
-configurations that no chat uses may be reclaimed under storage pressure, so
-this endpoint is not a permanent audit ledger.
+The main conversation follows the current setup on its next accepted turn. Running turns and existing delegated sessions retain their accepted configuration. Changing `projectName` does not move existing conversations.
 
-```bash title="Request"
-curl "$FLUSO_API/v1/agents/agt_0123456789ab4def8123456789abcdef/versions" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
+Configurations are stored internally, but there is no current public version-list or rollback endpoint.
 
-```json title="Response: 200, selected fields"
-{
-  "versions": [
-    {
-      "schemaVersion": 1,
-      "configId": "cfg_22222222222242228222222222222222",
-      "agentId": "agt_0123456789ab4def8123456789abcdef",
-      "goal": "Return a go or no-go decision with named owners",
-      "createdAt": "2026-08-31T10:00:00Z",
-      "contentDigest": "abcdef0123456789abcdef0123456789abcdef0123456789abcdef0123456789"
-    }
-  ]
-}
-```
-
-To restore an available configuration, send its editable fields through the
-normal update endpoint and use the Agent's current `currentConfigId` as
-`baseConfigId`. The update creates a new immutable configuration. Existing
-chats keep the configuration they started with.
+## Attach knowledge
 
-## Delete an Agent
+<Endpoint method="POST" path="/v1/agents/{agentId}/knowledge-files" />
 
-<Endpoint method="DELETE" path="/v1/agents/{agentId}" />
+Upload one multipart `file`, or use `POST /v1/agents/{agentId}/knowledge-files/from-workspace` with `{"path": "/projects/Home/files/rubric.md"}`.
 
-Deletes the Agent and removes its owned chats, configurations, knowledge, schedules, and webhook triggers.
+The response is a knowledge reference with `fileId`, `name`, `fileName`, and `bytes`. Attaching stores a copy; it does not add that reference to the active setup. PATCH `knowledgeFiles` with the full desired list and the latest `baseConfigId` to save it. Preserve entries you still want.
 
-```bash title="Request"
-curl "$FLUSO_API/v1/agents/agt_0123456789ab4def8123456789abcdef" \
-  -X DELETE \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
+Limits: 25 knowledge entries, 20 MiB per file, 4,000 instruction characters, three starters of 200 characters each, and 100 Agents per user. Workspace storage limits also apply.
 
-```http title="Response"
-HTTP/1.1 204 No Content
-```
+## Copy, share, or delete
 
-## Next
+| Method and path | Behavior |
+| --- | --- |
+| `POST /v1/agents/{agentId}/duplicate` with `{}` | Independent setup and knowledge copy; no conversations or routines |
+| `POST /v1/agents/{agentId}/star` with `{"starred": true}` | Set the library star |
+| `DELETE /v1/agents/{agentId}` | Delete the Agent and its conversations, remove schedules, and revoke its public link |
 
-Start Agent work through [Threads and messages](/developers/api-ref/threads-and-messages), or automate it with [Schedules](/developers/api-ref/schedules) and [Webhooks](/developers/webhooks).
+Sharing uses [separate snapshot routes](/developers/api-ref/sharing). To do work, [open the main conversation and send a message](/developers/api-ref/threads-and-messages).
diff --git a/content/docs/developers/api-ref/authentication.mdx b/content/docs/developers/api-ref/authentication.mdx
index eb0e118..f3ae4dc 100644
--- a/content/docs/developers/api-ref/authentication.mdx
+++ b/content/docs/developers/api-ref/authentication.mdx
@@ -2,134 +2,61 @@
 title: Authentication
 sidebarTitle: Authentication
 icon: key-round
-description: Authenticate a client and send bearer tokens to the Fluso REST API.
+description: Understand bearer authentication and the limits of the current beta client API.
 ---
 
-The REST API base URL is `https://api.fluso.ai`. Set it once, then assign the access token returned by the client sign-in flow:
+This reference documents the routes used by Fluso clients on the current development branch. It is not a promise that every feature is enabled in every deployed build. These beta contracts may change.
 
-The `/v1` routes in this Beta section are the current client surface and may change during beta. Endpoints used only by the Fluso web app are internal and may change without notice.
+Use the API host and authenticated session for the same environment. Production uses `https://api.fluso.ai`; development clients must use their development API and identity environment.
 
 ```bash
-export FLUSO_API=https://api.fluso.ai
-export FLUSO_TOKEN='<access-token>'
-```
-
-Send that token on every authenticated request:
-
-```http
-Authorization: Bearer $FLUSO_TOKEN
-```
-
-Keep access and refresh tokens out of source control. The examples below use placeholders and environment variables.
-
-Once authenticated, start with [Agents and versions](/developers/api-ref/agents-and-versions).
-
-## Start client sign-in
-
-<Endpoint method="POST" path="/v1/auth/client/start" />
-
-Creates a short-lived browser sign-in URL for a CLI or another client.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/auth/client/start" \
-  -H 'Content-Type: application/json' \
-  -d '{
-    "client": "cli",
-    "client_user_id": "device-123",
-    "metadata": {"return_to": "fluso://auth"}
-  }'
-```
-
-```json title="Response: 200"
-{
-  "url": "https://<portal-host>/auth/client/launch?state=...",
-  "expires_in": 600
-}
-```
-
-Open `url` in the user's browser. The signed-in page completes approval and returns a one-time code to the client.
-
-## Exchange the one-time code
-
-<Endpoint method="GET" path="/v1/auth/client/exchange/{code}" />
-
-Consumes the code once and returns credentials bound to the same client and client user ID.
-
-```bash title="Request"
-export FLUSO_CODE='<one-time-code>'
-
-curl "$FLUSO_API/v1/auth/client/exchange/$FLUSO_CODE?client=cli&client_user_id=device-123"
-```
+export FLUSO_API='https://<your-environment-api-host>'
+export FLUSO_TOKEN='<valid-user-access-token>'
 
-```json title="Response: 200"
-{
-  "status": "completed",
-  "auth": {
-    "access_token": "<access-token>",
-    "refresh_token": "<refresh-token>",
-    "expires_in": 86400,
-    "aci_api_key": "<api-key>",
-    "user": {
-      "id": "22222222-2222-4222-8222-222222222222",
-      "email": "developer@example.com",
-      "name": "Developer"
-    }
-  }
-}
-```
-
-The code expires and cannot be exchanged twice.
-
-## Refresh a client session
-
-<Endpoint method="POST" path="/v1/auth/client/refresh" />
-
-Exchanges a valid client refresh token for refreshed credentials.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/auth/client/refresh" \
-  -H 'Content-Type: application/json' \
-  -d '{"refresh_token":"<refresh-token>"}'
+curl "$FLUSO_API/v1/auth/me" \
+  -H "Authorization: Bearer $FLUSO_TOKEN"
 ```
 
-```json title="Response: 200"
-{
-  "access_token": "<new-access-token>",
-  "refresh_token": "<new-refresh-token>",
-  "expires_in": 86400,
-  "aci_api_key": "<api-key>"
-}
-```
+Keep tokens out of logs and source control. A token acts for its authenticated user; supplying another user's IDs does not grant access. An `X-API-Key` header alone is not a replacement for the bearer session on these workspace proxy routes.
 
-## Read the current user
+## Read the authenticated identity
 
 <Endpoint method="GET" path="/v1/auth/me" />
 
-Returns the user attached to the bearer token and their runtime API key.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/auth/me" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
+Returns `user` and `api_key_id`. The latter is an identifier, not a secret API key.
 
-```json title="Response: 200"
+```json
 {
   "user": {
     "id": "22222222-2222-4222-8222-222222222222",
     "email": "developer@example.com",
     "name": "Developer",
     "picture": null,
-    "created_at": "2026-08-31T09:00:00"
+    "created_at": "2026-10-08T09:00:00"
   },
-  "aci_api_key": "<api-key>"
+  "api_key_id": "33333333-3333-4333-8333-333333333333"
 }
 ```
 
-<Note>
-  Workspace and usage routes also expect the bearer header. An `X-API-Key`
-  header alone does not authenticate those proxy paths.
-</Note>
+## Client sign-in is not generic CLI onboarding
+
+The backend has `/v1/auth/client/start`, `/complete`, `/exchange/{code}`, and `/refresh` routes for client handoff. The current frontend's completed handoff supports Telegram. Registering an arbitrary `client: "cli"` does not produce a working browser-to-CLI flow.
+
+For the supported product flow, use [Telegram setup](/remote/telegram). For another integration, confirm its sign-in and token handling with [support](mailto:support@premai.io) before building against the beta routes.
+
+A supported client exchanges a short-lived, single-use code for an access token and refresh token bound to its client identity. `POST /v1/auth/client/refresh` accepts `{"refresh_token": "..."}` and returns refreshed credentials and `api_key_id`.
+
+## Read failures correctly
+
+| Response | Meaning |
+| --- | --- |
+| `401` | Missing, invalid, or expired authentication |
+| `403` | The authenticated user is not allowed to perform the operation |
+| `404` | The requested resource is unavailable to this user |
+| `409` | A state conflict requires inspection, such as a stale Agent revision |
+| `429` | A rate or usage limit was reached; respect retry guidance |
+| `502` / `503` | A service or runtime is unavailable; an interrupted write may still need verification |
 
-## Next
+Do not treat a network failure as proof that a write did not happen. Use operation-specific IDs and reread state before repeating work.
 
-Use the token with [Agents and versions](/developers/api-ref/agents-and-versions), or open a turn through [Threads and messages](/developers/api-ref/threads-and-messages).
+Next: [Agents](/developers/api-ref/agents-and-versions), [Threads and messages](/developers/api-ref/threads-and-messages), and [Runs](/developers/api-ref/runs).
diff --git a/content/docs/developers/api-ref/files-and-projects.mdx b/content/docs/developers/api-ref/files-and-projects.mdx
index a79d410..e9c774a 100644
--- a/content/docs/developers/api-ref/files-and-projects.mdx
+++ b/content/docs/developers/api-ref/files-and-projects.mdx
@@ -7,7 +7,7 @@ description: Work with durable project metadata and files in a user's Agent work
 
 Workspace projects and files use the `/v1/agent/*` routes. They belong to the authenticated user's durable workspace, outside disposable runtime compute.
 
-[Agents](/developers/api-ref/agents-and-versions) bind new chats to one of these projects by name.
+An [Agent](/developers/api-ref/agents-and-versions) places its main conversation in the configured project when that conversation is first created. Changing its setup later does not move existing conversations.
 
 ## List projects
 
@@ -158,28 +158,28 @@ curl -G "$FLUSO_API/v1/agent/files/read" \
 
 ## Upload a file
 
-<Endpoint method="POST" path="/v1/agent/files/upload" />
+The current client uploads to temporary object storage, then confirms an import into the workspace. The older multipart `/v1/agent/files/upload` route is deprecated.
 
-Uploads one file with an optional destination and conflict policy.
+1. `POST /v1/files/upload/presigned-url/get` with the file name, MIME type, size in bytes, and optional destination.
+2. POST the returned `upload_fields` and file bytes as multipart form data to `upload_url`. The file is the last field. Do not send your Fluso bearer token to that storage URL.
+3. `POST /v1/files/upload/presigned-url/confirm` with `{"id": "<returned upload id>"}`.
+4. Poll `GET /v1/files` for upload tracking and verify the destination file after the import finishes.
 
-```bash title="Request"
-curl "$FLUSO_API/v1/agent/files/upload" \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -F 'file=@release-brief.md' \
-  -F 'path=/files/release-brief.md' \
-  -F 'onConflict=overwrite'
-```
-
-```json title="Response: 200"
+```json title="Presign body"
 {
-  "success": true,
-  "path": "/files/release-brief.md",
-  "size": 1240,
-  "mimeType": "text/markdown"
+  "file_name": "release-brief.md",
+  "mime_type": "text/markdown",
+  "file_size": 1240,
+  "target_path": "/projects/Home/files/release-brief.md",
+  "expected_revision": "missing"
 }
 ```
 
-`onConflict` accepts `error`, `overwrite`, or `uuid`. The default is `error`.
+Use the actual byte count. `expected_revision: "missing"` requires that no file exists at the destination when the import commits. To edit an existing file, supply its current revision hash; omitting the field allows ordinary replacement in import order.
+
+Confirmation queues the import; it does not mean the file is already saved. Tracking rows remain for in-progress uploads, failures, and undismissed history warnings. Successful imports without warnings leave that tracking list.
+
+If the destination changed, reread it before saving again. If prior file history cannot be preserved, inspect the reported failure or warning rather than treating the operation as a normal versioned save. Agent knowledge uses its [separate attach-and-save flow](/developers/api-ref/agents-and-versions#attach-knowledge).
 
 ## Download a file
 
@@ -228,4 +228,4 @@ curl -G "$FLUSO_API/v1/agent/files" \
 
 ## Next
 
-Read [Projects](/features/projects) for the product workflow, attach project context to [Agents and versions](/developers/api-ref/agents-and-versions), or create project-bound [Threads and messages](/developers/api-ref/threads-and-messages).
+Read [Projects](/features/projects) for the product workflow, choose a project for [Agents](/developers/api-ref/agents-and-versions), or create project-bound [Threads and messages](/developers/api-ref/threads-and-messages).
diff --git a/content/docs/developers/api-ref/meta.json b/content/docs/developers/api-ref/meta.json
index 4b3d096..b02e95e 100644
--- a/content/docs/developers/api-ref/meta.json
+++ b/content/docs/developers/api-ref/meta.json
@@ -8,6 +8,7 @@
     "files-and-projects",
     "runs",
     "schedules",
+    "sharing",
     "threads-and-messages",
     "usage"
   ]
diff --git a/content/docs/developers/api-ref/runs.mdx b/content/docs/developers/api-ref/runs.mdx
index f0e6e04..5f64fb6 100644
--- a/content/docs/developers/api-ref/runs.mdx
+++ b/content/docs/developers/api-ref/runs.mdx
@@ -45,7 +45,9 @@ curl "$FLUSO_API/v1/agent-runs?threadId=thread_agent_release&limit=20" \
 }
 ```
 
-Use `attention=true` to include runs that need review and schedule delivery failures.
+Use `attention=true` for owned approvals and current failures, with approval requests first. It also adds `schedule_failures` for routine delivery problems that did not produce a run. `agentId`, `threadId`, `status`, repeated `requestId`, and `limit` can filter the result. Add `includeRoutineResults=true` to include completed top-level routine runs; delegated completions remain in their conversations.
+
+The feed is filtered before limiting. It is a recent status view, not a complete audit archive. A failed request superseded by newer work is omitted from attention.
 
 ## Read one run
 
@@ -102,7 +104,11 @@ curl "$FLUSO_API/v1/agent-runs/req_review_01/stop" \
 }
 ```
 
-The status can also be `already_terminal` when the run settled before cancellation reached it.
+The status can also be `already_terminal` when the run settled before cancellation reached it. Stopping does not undo completed tool actions or pause future routine occurrences; manage the routine separately.
+
+## Read a durable settlement status
+
+`GET /v1/agent-runs/{requestId}/status?thread_id={threadId}` returns `state: active | awaiting_approval | settled` and `outcome: completed | failed | canceled | null`. This endpoint uses `thread_id` and the single-l spelling `canceled`, unlike the list projection above. A missing status is not proof of completion.
 
 ## Next
 
diff --git a/content/docs/developers/api-ref/schedules.mdx b/content/docs/developers/api-ref/schedules.mdx
index 4ee3bd6..706e9e2 100644
--- a/content/docs/developers/api-ref/schedules.mdx
+++ b/content/docs/developers/api-ref/schedules.mdx
@@ -5,7 +5,7 @@ icon: calendar-clock
 description: Create, inspect, pause, and delete Agent schedules.
 ---
 
-A schedule belongs to an Agent and one of that Agent's existing threads. Supply exactly one timing field: a five-field `cron` expression or a future `at` timestamp with an offset. `timezone` must be an IANA time zone.
+The UI calls these records **routines**. A schedule belongs to an Agent and one of that Agent's existing threads. Supply exactly one timing field: a five-field `cron` expression or a future `at` timestamp with an offset. `timezone` must be an IANA time zone.
 
 See [Threads and messages](/developers/api-ref/threads-and-messages) for the target thread and [Runs](/developers/api-ref/runs) for execution state.
 
@@ -68,7 +68,7 @@ For a durable one-time schedule, replace `cron` with an offset-bearing `at` valu
 
 ```json title="One-time timing fields"
 {
-  "at": "2026-09-01T09:00:00+05:30",
+  "at": "2030-01-15T09:00:00+05:30",
   "timezone": "Asia/Kolkata"
 }
 ```
@@ -92,7 +92,7 @@ For a durable one-time schedule, replace `cron` with an offset-bearing `at` valu
 }
 ```
 
-Replaying the same ID and body while the schedule is live returns the existing schedule with `200`. Reusing the live ID with different fields returns a conflict. After a one-time schedule fires or a schedule is deleted, that ID returns `410` for 24 hours.
+Choose an `at` value in the future at submission time. Replaying the same ID and body while the schedule is live returns the existing schedule with `200`. Reusing the live ID with different fields returns a conflict. After a one-time schedule fires or a schedule is deleted, that ID returns `410` for 24 hours.
 
 ## Pause or edit a schedule
 
@@ -134,6 +134,14 @@ curl "$FLUSO_API/v1/agents/agt_0123456789ab4def8123456789abcdef/schedules/111111
 HTTP/1.1 204 No Content
 ```
 
+## Delivery behavior
+
+Each occurrence has a stable request ID and enters the target as `followUp`. Acceptance means queued or admitted, not completed. Another occurrence of the same recurring schedule waits while the prior request is queued, running, or held for approval.
+
+Temporary delivery failures retry with delays; 24 failed delivery attempts pause the schedule. Refused requests and invariant conflicts can pause it immediately. Usage limits defer delivery. Editing or pausing a schedule does not cancel a request already admitted.
+
+One-time schedules retire when accepted, even if the later Agent run fails. Deleting the target thread or Agent removes its schedules. See [Routines](/developers/schedules) for the user workflow and timezone controls.
+
 ## Next
 
 Inspect each execution in [Runs](/developers/api-ref/runs), or manage the target in [Threads and messages](/developers/api-ref/threads-and-messages).
diff --git a/content/docs/developers/api-ref/sharing.mdx b/content/docs/developers/api-ref/sharing.mdx
new file mode 100644
index 0000000..043220a
--- /dev/null
+++ b/content/docs/developers/api-ref/sharing.mdx
@@ -0,0 +1,55 @@
+---
+title: Sharing
+sidebarTitle: Sharing
+icon: share-2
+description: Publish a revocable Agent snapshot and import an independent copy.
+---
+
+Sharing stores a public snapshot. It does not expose a live view of the owner's workspace. Owner routes require [authentication](/developers/api-ref/authentication); a public snapshot read does not.
+
+## Publish and revoke
+
+| Method and path | Behavior |
+| --- | --- |
+| `GET /v1/agents/{agentId}/share-options` | Available custom skills, knowledge, and custom connections |
+| `GET /v1/agents/{agentId}/share` | Current link record or `null` |
+| `POST /v1/agents/{agentId}/share` | Publish a snapshot |
+| `POST /v1/agent-shares/{shareId}/refresh` | Replace the snapshot at the same link |
+| `DELETE /v1/agent-shares/{shareId}` | Revoke the link |
+
+Publishing and refreshing accept a selection:
+
+```json
+{
+  "skills": [],
+  "knowledgeFiles": [],
+  "connectors": []
+}
+```
+
+Use IDs from share options for skills, knowledge names for `knowledgeFiles`, and server IDs for `connectors`. Instructions and portable settings are included even with empty selections. Selected skill folders and knowledge contents share a 20 MiB bundle limit.
+
+Review all selected contents and connection URLs before publishing. Stored authentication, conversations, routines, and project files are not bundled. See [Sharing and copies](/developers/export-import-and-share-agents) for the recipient experience.
+
+## Preview and import
+
+| Method and path | Behavior |
+| --- | --- |
+| `GET /v1/agent-templates` | Fluso starting-point snapshots |
+| `GET /v1/shared/agents/{shareId}` | Public setup, resource manifest, required filenames, and `publishedAt` |
+| `POST /v1/shared/agents/{shareId}/import` | Authenticated import into the recipient's workspace |
+
+```json
+{
+  "name": "My release reviewer",
+  "projectName": "Home",
+  "creationId": "11111111-1111-4111-8111-111111111111",
+  "publishedAt": "<exact value from the preview>"
+}
+```
+
+Reuse `creationId` to recover an uncertain import without creating another copy. A changed snapshot returns a conflict rather than silently importing something different from the preview.
+
+The recipient gets independent setup and selected resource copies. Imported custom skills receive distinct names. App credentials are never inherited; connection setup may remain unfinished.
+
+A revoked link becomes unavailable. Unsupported older snapshots may require republication by their owner. Revocation does not delete copies already imported.
diff --git a/content/docs/developers/api-ref/threads-and-messages.mdx b/content/docs/developers/api-ref/threads-and-messages.mdx
index 8eeb577..e1936cb 100644
--- a/content/docs/developers/api-ref/threads-and-messages.mdx
+++ b/content/docs/developers/api-ref/threads-and-messages.mdx
@@ -1,174 +1,73 @@
 ---
 title: Threads and messages
-sidebarTitle: Threads & messages
+sidebarTitle: Threads and messages
 icon: messages-square
-description: Create threads, manage their metadata, read history, and stream a turn.
+description: Open an Agent's main conversation, send a turn, and read durable history.
 ---
 
-Threads live inside a workspace project. Thread responses use snake_case fields. The chat stream follows the AI SDK UI message stream protocol.
+A thread is a conversation stored in a project. Agent-owned conversations have a saved Agent binding; an ordinary chat cannot be converted by adding an Agent ID to a later message.
 
-Agent-backed threads use an [Agent configuration](/developers/api-ref/agents-and-versions), and each accepted turn creates a [run](/developers/api-ref/runs).
+Each Agent has one main conversation and a separate Manager. Delegated sessions are created by the Agent's session tools. Do not create a new top-level thread for every message.
 
-## List threads
-
-<Endpoint method="GET" path="/v1/threads" />
-
-Returns ordinary threads ordered by recent activity.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/threads?page=1&limit=20" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
-
-```json title="Response: 200, selected fields"
-{
-  "threads": [
-    {
-      "thread_id": "thread_release",
-      "project_id": "Release Review",
-      "name": "Release review",
-      "title": "Release review",
-      "created_at": "2026-08-31T09:00:00Z",
-      "updated_at": "2026-08-31T09:02:00Z",
-      "last_active_at": "2026-08-31T09:02:00Z",
-      "status": "ready"
-    }
-  ],
-  "pagination": { "page": 1, "limit": 20, "total": 1, "pages": 1 }
-}
-```
-
-Agent-owned chats are omitted from this general list and remain attached to their Agent.
-
-## Create a thread
+## Open the main conversation
 
 <Endpoint method="POST" path="/v1/threads" />
 
-Creates a thread in the named project, creating the project when needed.
+Use the Agent's configured project and its ID in `metadata`. Omit `thread_id` to let repeated opens resolve to the existing main conversation.
 
-```bash title="Request"
+```bash
 curl "$FLUSO_API/v1/threads" \
-  -X POST \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -H 'Content-Type: application/json' \
-  -d '{"project_id":"Release Review","title":"Release review"}'
-```
-
-```json title="Response: 200"
-{
-  "thread_id": "thread_release",
-  "project_id": "Release Review"
-}
-```
-
-You can supply your own `thread_id` for an idempotent integration boundary.
-
-## Update a thread
-
-<Endpoint method="PATCH" path="/v1/threads/{threadId}" />
-
-Updates the title, metadata, pin, archive state, or label membership.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/threads/thread_release?project_id=Release%20Review" \
-  -X PATCH \
   -H "Authorization: Bearer $FLUSO_TOKEN" \
   -H 'Content-Type: application/json' \
-  -d '{"title":"RC decision","pinned":true}'
-```
-
-```json title="Response: 200, selected fields"
-{
-  "thread_id": "thread_release",
-  "project_id": "Release Review",
-  "name": "RC decision",
-  "title": "RC decision",
-  "pinned_at": "2026-08-31T09:03:00Z",
-  "status": "ready"
-}
-```
-
-## Read message history
-
-<Endpoint method="GET" path="/v1/threads/{threadId}/messages" />
-
-Returns the thread's persisted messages and projected tool-status records.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/threads/thread_release/messages?project_id=Release%20Review" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
+  -d '{
+    "project_id": "Home",
+    "metadata": {"agentId": "<agentId from GET /v1/agents>"}
+  }'
 ```
 
-```json title="Response: 200"
-{
-  "messages": [
-    {
-      "message_id": "user-1",
-      "thread_id": "thread_release",
-      "type": "user",
-      "is_llm_message": false,
-      "content": "{\"content\":\"Review this release candidate\"}",
-      "metadata": "{\"request_id\":\"req_review_01\"}",
-      "created_at": "2026-08-31T09:00:00Z",
-      "updated_at": "2026-08-31T09:00:00Z"
-    }
-  ]
-}
-```
+Use the returned `thread_id` and `project_id`, including when they refer to an existing conversation. Adding `"role": "manager"` to the creation metadata opens that Agent's Manager instead. Ordinary thread creation omits the Agent metadata.
 
 ## Send a message
 
 <Endpoint method="POST" path="/v1/chat" />
 
-Starts or queues a turn and streams UI message events until the request settles.
-
-Use a new thread ID for the first Agent-backed turn. The accepted send creates and binds that thread; an ordinary thread cannot later be converted.
-
-```bash title="Request"
+```bash
 curl -N "$FLUSO_API/v1/chat" \
   -H "Authorization: Bearer $FLUSO_TOKEN" \
   -H 'Content-Type: application/json' \
   -d '{
-    "threadId": "thread_agent_release",
-    "projectName": "Release Review",
-    "agentId": "agt_0123456789ab4def8123456789abcdef",
-    "requestId": "req_review_01",
-    "message": "Review this release candidate"
+    "threadId": "<returned thread_id>",
+    "projectName": "<returned project_id>",
+    "agentId": "<agentId>",
+    "requestId": "<unique ID for this intended turn>",
+    "message": "Review the release evidence already in this project.",
+    "streamingBehavior": "followUp"
   }'
 ```
 
-```text title="Response: 200 text/event-stream, shortened"
-data: {"type":"start","messageId":"assistant-req_review_01"}
-
-data: {"type":"text-start","id":"final-text-req_review_01"}
-
-data: {"type":"text-delta","id":"final-text-req_review_01","delta":"Go, with one follow-up."}
+The response uses the AI SDK UI message stream over SSE. A request can be queued, running, or held for approval before it settles. Stream acceptance is not completion; use [Runs](/developers/api-ref/runs) and persisted history to recover after a disconnect.
 
-data: {"type":"text-end","id":"final-text-req_review_01"}
+Use the same `requestId` when checking or retrying an ambiguous submission, with the same request content. Use a new ID for a genuinely new turn.
 
-data: {"type":"finish"}
-
-data: [DONE]
-```
+`followUp` queues a separate turn if work is active. `steer` brings new input into the active turn where compatible, or starts it when idle. Input with a different saved Agent configuration must wait for its own turn; do not assume every queued message can be steered.
 
-Use one unique `requestId` per intended turn. Retrying the same accepted request does not create a second turn.
+## Read and organize conversations
 
-## Delete a thread
+| Method and path | Behavior |
+| --- | --- |
+| `GET /v1/threads?page=1&limit=20` | General chat list; excludes Agent-owned conversations |
+| `GET /v1/agents/{agentId}/chats` | Agent conversations, including `isOrchestrator`, `createdByThreadId`, `previousConfig`, `forked`, and `role` |
+| `GET /v1/threads/{threadId}?project_id=Home` | Thread metadata |
+| `GET /v1/threads/{threadId}/messages?project_id=Home` | Persisted messages and tool-status projections |
+| `PATCH /v1/threads/{threadId}?project_id=Home` | Title, supported metadata, pin, archive state, or labels |
+| `DELETE /v1/threads/{threadId}?project_id=Home` | Delete an eligible thread and its schedules |
 
-<Endpoint method="DELETE" path="/v1/threads/{threadId}" />
+Thread and message responses use snake_case. Message `content` and `metadata` can contain serialized JSON; parse them before reading their fields.
 
-Deletes the thread and removes schedules that target it.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/threads/thread_release?project_id=Release%20Review" \
-  -X DELETE \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
+## Read message history
 
-```json title="Response: 200"
-{ "deleted": true }
-```
+Use the messages endpoint above when reconnecting or keeping a copy of a conversation. Routine metadata identifies its scheduled origin; collapsing it in the UI does not remove its full instructions from history.
 
-## Next
+Agent and role bindings are fixed at creation. The main conversation uses the current Agent setup on a later turn; delegated sessions keep their creation setup. The main conversation cannot be archived or deleted independently of the Agent.
 
-Bind new threads to [Agents and versions](/developers/api-ref/agents-and-versions), or follow accepted turns in [Runs](/developers/api-ref/runs).
+For user-facing behavior, see [Conversations and sessions](/developers/threads-and-contexts).
diff --git a/content/docs/developers/architecture.mdx b/content/docs/developers/architecture.mdx
index 999819d..7e556b0 100644
--- a/content/docs/developers/architecture.mdx
+++ b/content/docs/developers/architecture.mdx
@@ -2,56 +2,50 @@
 title: Architecture
 sidebarTitle: Architecture
 icon: network
-description: How requests, runtime compute, platform state, workspace data, and external sources fit together.
+description: Follow a message through the platform and understand what survives a runtime restart.
 ---
 
-Fluso separates request handling, runtime compute, durable workspace data, platform records, and external tools. Those boundaries keep each responsibility visible when you deploy or integrate the platform.
-
-Client requests enter these boundaries through the [authenticated REST API](/developers/api-ref/authentication).
+Fluso separates the client, platform records, runtime compute, and durable user files. This explains why you can leave a chat, return to queued work, and reuse an Agent without rebuilding its setup.
 
 <ArchitectureDiagram />
 
-## Request path
+## From a message to a result
+
+1. The client sends an authenticated message with its conversation and request IDs.
+2. The backend checks identity and usage, then forwards work through the gateway to the user's runtime.
+3. The runtime admits the request into the conversation's durable queue. A session worker runs the turn with its accepted Agent setup.
+4. Tools read or change workspace files and call connected apps through MCP, subject to access and approval rules.
+5. Progress streams to the client. History and request state let it recover after a connection drops.
 
-1. A Fluso client sends an authenticated request through the edge.
-2. The REST API validates identity and handles platform records.
-3. The gateway admits work, selects the user's runtime, and routes the request.
-4. A thread worker runs the turn with the Agent configuration, tools, and project context attached to that thread.
+A main Agent conversation and its Manager have separate histories. The Manager edits one Agent's setup; the main conversation performs its work and coordinates delegated sessions.
 
-The runtime can stop and return later because it does not own the only copy of durable user state.
+## What is stored where
 
-## Data ownership
+| Boundary | Durable state |
+| --- | --- |
+| Platform database | User and access records, app connections, routine schedules, public share records |
+| User storage | Agent definitions, knowledge files, projects, skills, conversations, request ledgers, and queues |
+| Project working memory | Bounded summaries and evidence-backed observations within that project |
+| External apps | Their own data and actions; selected results may be copied into Fluso by the requested work |
 
-| Boundary           | What it owns                                                                    |
-| ------------------ | ------------------------------------------------------------------------------- |
-| PostgreSQL         | Users, organizations, access records, schedules, and other platform state       |
-| Isolated user storage | Projects, session history, Agent definitions, skills, and durable runtime files |
-| Knowledge service  | Indexed context and retrieval records under its service contract                |
-| MCP sources        | External data and actions exposed by each connected server                      |
+Runtime compute can be suspended or replaced without deliberately deleting those stored records. Current deployment paths include local Docker, AWS ECS, and MicroVM runtimes with ZeroFS storage. Availability depends on the deployment.
 
-Project working memory belongs to its project. Agent configuration and chat history have separate records, so changing an Agent does not rewrite old conversations.
+## Configuration and context are different
 
-## Replaceable components
+A saved Agent edit creates a new configuration. The main conversation uses it on its next turn; active turns and existing delegated sessions keep the setup they accepted. Skill files and project files remain live shared resources.
 
-Components can change where the code defines an explicit contract:
+Separate conversations do not imply separate private filesystems. Agents within one user's workspace can use its shared files. Project context and knowledge selection guide the model; they are not a filesystem security boundary.
 
-- Runtime compute sits behind a `SandboxProvider` contract. Current implementations cover local Docker and AWS ECS.
-- Models resolve through a provider-scoped catalog. Current provider paths cover PCCI and OpenRouter; the catalog does not promise that every model works through every provider.
-- Managed apps and custom servers meet the runtime through MCP and the same tool-policy boundary. A source can change while the protocol stays fixed, though tool names and semantics can still differ.
-- Services can move behind their HTTP contracts when the replacement preserves authentication, response shape, and failure behavior.
+## Routine and result delivery
 
-## Governed external context
+The scheduler sends a due routine through normal request admission using a stable ID for that occurrence. A busy conversation queues it. The scheduler avoids another overlapping occurrence of the same routine, retries temporary delivery failures, and records problems for Inbox.
 
-An MCP server advertises tools. User policy decides whether each tool is allowed, denied, or requires approval. Organization policy separately governs network egress. Read-only classification can permit low-risk reads without turning every MCP connection into a read-only connection.
+Delegated sessions return requested results to their parent. The main conversation must still reconcile those results with the user's latest direction and actual files. A returned report does not grant approval for a new action.
 
-External data stays under the source system's own controls until an approved tool reads it. Fluso may then persist selected outputs in chat history, project files, or knowledge records according to the requested work and platform policy.
+## Recovery is not rollback
 
-<Note>
-  Storage independence here means runtime compute does not own durable state.
-  PostgreSQL, workspace storage, and the knowledge service still have explicit
-  schemas and operational contracts.
-</Note>
+A dropped stream does not prove a run failed. The client reconciles with saved history and status. Runtime recovery can resume interrupted work, but an external action that already succeeded is not automatically undone.
 
-## Next
+Use conversation history, routine state, and [run status](/developers/api-ref/runs) to distinguish queued work, approval waits, failures, and completed output. Avoid resubmitting an uncertain operation under a new ID without checking it.
 
-Start with [Authentication](/developers/api-ref/authentication), then create an Agent through [Agents and versions](/developers/api-ref/agents-and-versions).
+See [Authentication](/developers/api-ref/authentication) for the current beta API boundary.
diff --git a/content/docs/developers/context-isolation-in-threads.mdx b/content/docs/developers/context-isolation-in-threads.mdx
deleted file mode 100644
index 3f0fb84..0000000
--- a/content/docs/developers/context-isolation-in-threads.mdx
+++ /dev/null
@@ -1,8 +0,0 @@
----
-title: Context isolation in threads
-sidebarTitle: Context isolation
-icon: lock-keyhole
-description: Find the combined guide to thread context, isolation, and delegation.
----
-
-Context isolation now lives in [Threads and contexts](/developers/threads-and-contexts#keep-contexts-isolated).
diff --git a/content/docs/developers/evaluations.mdx b/content/docs/developers/evaluations.mdx
deleted file mode 100644
index 4a7f32e..0000000
--- a/content/docs/developers/evaluations.mdx
+++ /dev/null
@@ -1,61 +0,0 @@
----
-title: Agent evaluations
-sidebarTitle: Evaluations
-icon: flask-conical
-description: Test one response or a short conversation before relying on an Agent for live work.
----
-
-Evaluations answer a practical question: does this Agent handle an important case the way you expect? Save a test once, run it after an Agent change, and compare the result with earlier runs.
-
-Open an Agent and select **Evaluations**, then select **Add test**.
-
-## Choose the test type
-
-| Type | Use it for | What runs |
-| --- | --- | --- |
-| **Check** | One clear decision or response | One prompt and one Agent response |
-| **Simulation** | A conversation that depends on follow-up details | A starting message, then one participant reply per line |
-
-Use a check when one answer is enough to judge the behavior. Use a simulation when the Agent should ask questions, keep a decision consistent, or reach a safe handoff over several turns.
-
-## Example: test an escalation Agent
-
-Create this check:
-
-- **Name:** `P0 escalation`
-- **Prompt:** `Production checkout is down for every customer.`
-- **Expected outcome:** `Classifies the incident as P0, identifies missing context and a next owner, and does not send an external message.`
-- **Evaluation guidance:** `The response must stop for approval before any external action.`
-
-Then create this simulation:
-
-- **Name:** `Delayed P1 customer`
-- **Starting message:** `Our enterprise checkout workflow is severely degraded and customers cannot complete purchases.`
-- **Participant replies:** one line each: `It affects our European stores.`; `We have a workaround, but it is slow.`; `When can you escalate this?`; `Please draft an acknowledgement.`
-- **Expected outcome:** `Keeps the incident at P1, gathers the customer, impact and urgency, prepares an acknowledgement and internal escalation, and stops for approval.`
-
-Write the expected outcome as observable behavior. Prefer “classifies as P0 and names the next owner” over “handles the incident well.” Add guidance only for a boundary that is easy to miss.
-
-## Run and review
-
-Select **Run** beside a test. The result shows:
-
-- Passed or failed and a score out of 100.
-- A short explanation of what met or missed the expected outcome.
-- The Agent response, or the full transcript for a simulation.
-- A link to the evaluation thread.
-- Score history after the same test has completed more than once.
-
-The run uses the Agent's current saved version. The run record keeps that version ID, so results from before and after an edit remain distinguishable.
-
-Evaluation runs cannot call tools or update Agent memory. They test the response safely; they do not send messages, change external data, or train the Agent. Edit the Agent or test definition yourself, then run the test again.
-
-## A useful release loop
-
-1. Add checks for the decisions that must never regress.
-2. Add one short simulation for the main handoff or follow-up flow.
-3. Run them before editing the Agent and note the results.
-4. Save the Agent change and run the same tests again.
-5. Open a new Agent thread for a final live test, including any tool approval you expect a person to review.
-
-If the change performs worse, use [Versions](/developers/versions) to restore the last known-good setup.
diff --git a/content/docs/developers/export-import-and-share-agents.mdx b/content/docs/developers/export-import-and-share-agents.mdx
index 7bae0a0..9f0601c 100644
--- a/content/docs/developers/export-import-and-share-agents.mdx
+++ b/content/docs/developers/export-import-and-share-agents.mdx
@@ -1,8 +1,53 @@
 ---
-title: Export, import, and share Agents
-sidebarTitle: Export, import & share
+title: Sharing and copies
+sidebarTitle: Sharing and copies
 icon: share-2
-description: Find the combined guide to Agent versions, export, import, and sharing.
+description: Share an Agent's saved setup, choose what becomes public, and import an independent copy.
 ---
 
-Export, import, and sharing now live in [Agent versions](/developers/versions#move-an-agent-between-workspaces).
+Use **Duplicate** for another copy in your own workspace. Use **Share** when someone else should review or import the setup. Neither transfers a live conversation or assigns your connected accounts to another person.
+
+## Share a saved setup
+
+1. Open the Agent's actions menu and select **Share**.
+2. Review its instructions and settings, which are included in the public snapshot.
+3. Choose any knowledge files, custom skill folders, or custom connection URLs to include.
+4. Select **Create public link**, then copy or open the link.
+
+Anyone with the link can read the published setup and import a copy.
+
+| Content | Shared behavior |
+| --- | --- |
+| Instructions and settings | Included |
+| Selected knowledge files | File contents included |
+| Selected custom skills | Entire skill folders included |
+| Built-in skills | Listed by name; recipients use their installed defaults |
+| Unselected knowledge files | Names listed so recipients know what is missing |
+| Selected custom connections | Connection definitions and URLs included, without saved credentials |
+| Conversations, routines, account credentials, and project files | Not included |
+
+Files and skill contents share a 20 MiB bundle limit. Review the complete selected folders and URLs before publishing: they may contain private material, and a URL can itself contain an access key. Authentication stored separately is not shared.
+
+## Update or stop sharing
+
+Later private edits do not change the public snapshot. Select **Update shared version** to publish the current setup at the same link.
+
+Select **Stop sharing** to disable the link. Deleting the Agent also stops sharing. Neither action removes copies another person already imported or saved.
+
+This is a server-stored, revocable link. There is no YAML export or YAML import flow in the current Agent UI.
+
+## Import someone else's Agent
+
+Open a share link, review the setup, and import it with a name and destination project. You can also select **New Agent → Import from a shared link** and paste the link.
+
+The import creates a separate Agent. Included knowledge is copied, and included custom skills get distinct names so they do not overwrite existing skills. Missing reference files and unavailable skills still need attention.
+
+The Manager helps finish setup with your own accounts. A saved **Allowed** app policy does not connect that account. Some public connections that need no authentication can be registered during import; authenticated connections still need your authorization.
+
+If the publisher changes the snapshot while you are reviewing it, Fluso asks you to review the new version before importing. A removed link cannot be imported; an older incompatible link may need its owner to republish it.
+
+## Hand off useful work
+
+For a release-review Agent, share the setup and the agreed review rubric. Export project working files separately if the recipient needs them. They should connect their own apps and try a real release case before scheduling recurring work.
+
+Use [Projects](/features/projects) for project exports and [Open architecture](/features/open-architecture) for other ways to keep a copy of your work.
diff --git a/content/docs/developers/inbox.mdx b/content/docs/developers/inbox.mdx
new file mode 100644
index 0000000..480f908
--- /dev/null
+++ b/content/docs/developers/inbox.mdx
@@ -0,0 +1,33 @@
+---
+title: Inbox
+sidebarTitle: Inbox
+icon: inbox
+description: Find approvals, failures, and routine results across your Agents without checking each conversation.
+---
+
+Open **Inbox** in the Agents sidebar to see updates across your Agents. The sidebar link opens **All updates**, including routine results. Approvals appear first.
+
+Use **Filters** to select an Agent and show **Approvals & failures**, **Approvals**, **Failures**, **Routine results**, or **All updates**. Resetting filters returns to **Approvals & failures**. A direct Inbox link without filters also opens that attention view.
+
+## Act on the update
+
+| Update | Next step |
+| --- | --- |
+| Approval | Open the conversation and review the exact action before allowing or denying it |
+| Failed run | Read the error and any partial result in the conversation before retrying |
+| Routine delivery failure | Open the Agent's routines, check the reason, and fix the target or timing before resuming |
+| Routine result | Open the conversation to read the answer and inspect delivered files |
+
+Delegated session completions stay with their conversations rather than filling Inbox. Their pending approvals can still need your attention.
+
+A filtered empty list means there are no matching updates. It does not mean every Agent has finished or all issues are resolved. Inbox shows recent updates, not a complete activity archive.
+
+## What the unread count means
+
+The number beside **Inbox** counts unseen updates in its current recent feed. Opening Inbox in a visible tab marks the displayed updates as seen. If you filter the list, hidden items are not marked seen.
+
+An update that changes can count as unread again. Seeing an approval clears its unread state; it does not approve it or remove the need for a decision.
+
+Read state belongs to this browser and is shared across its tabs. Signing out or switching accounts clears it, and it does not synchronize across devices.
+
+For ongoing work, use the Agent's main conversation or [Sessions](/developers/threads-and-contexts#inspect-sessions-when-useful). For recurring work, see [Routines](/developers/schedules).
diff --git a/content/docs/developers/meta.json b/content/docs/developers/meta.json
index e2a141f..52681e1 100644
--- a/content/docs/developers/meta.json
+++ b/content/docs/developers/meta.json
@@ -1,18 +1,13 @@
 {
   "pages": [
-    "agent-builder",
-    "agent-description",
-    "evaluations",
-    "versions",
     "api-ref",
     "architecture",
+    "threads-and-contexts",
+    "agent-builder",
     "project-context",
+    "inbox",
     "schedules",
-    "threads-and-contexts",
-    "user-preferences",
-    "webhooks",
-    "!context-isolation-in-threads",
-    "!export-import-and-share-agents",
-    "!parent-and-child-threads"
+    "agent-description",
+    "export-import-and-share-agents"
   ]
 }
diff --git a/content/docs/developers/parent-and-child-threads.mdx b/content/docs/developers/parent-and-child-threads.mdx
deleted file mode 100644
index 5f80220..0000000
--- a/content/docs/developers/parent-and-child-threads.mdx
+++ /dev/null
@@ -1,8 +0,0 @@
----
-title: Parent and child threads
-sidebarTitle: Parent & child threads
-icon: git-fork
-description: Find the combined guide to thread context, isolation, and delegation.
----
-
-Parent and child threads now live in [Threads and contexts](/developers/threads-and-contexts#use-parent-and-child-threads).
diff --git a/content/docs/developers/project-context.mdx b/content/docs/developers/project-context.mdx
index 068d467..e891acf 100644
--- a/content/docs/developers/project-context.mdx
+++ b/content/docs/developers/project-context.mdx
@@ -1,32 +1,47 @@
 ---
-title: Project context
-sidebarTitle: Project context
+title: Files and context
+sidebarTitle: Files and context
 icon: folder-open
-description: See how an Agent's configured project affects files, working memory, and new threads.
+description: Understand what an Agent remembers, what stays shared, and how reference files change.
 ---
 
-Every Agent is assigned to one project. New Agent threads start in that project and use its files and project working-memory summaries.
+An Agent's conversation, saved instructions, reference files, and project memory have different lifetimes. Keeping those differences clear helps you choose where information belongs.
 
-Changing the Agent's project affects new threads. Existing threads stay with the project and Agent definition they started with.
+| Information | Where it belongs | How it is used |
+| --- | --- | --- |
+| Standing rules for the Agent | **Purpose and instructions** | Main conversation on its next turn; existing delegated sessions retain their setup |
+| A correction for the current task | Your chat message | That conversation or the active turn you steer |
+| Stable reference material | **Knowledge files** | Saved copies listed in the Agent's setup |
+| Working files and deliverables | The project | Shared files that can change as work proceeds |
+| Recent project work | Project working memory | Relevant summaries can be recalled across conversations |
+| Preferences for ordinary chats | Workspace preferences and project context | Not automatically loaded as saved Agent instructions |
 
-## Three project layers
+## Choose the project before starting
 
-Fluso keeps three project concepts separate:
+The project setting places the main conversation when it is first created. **Home** is the default. Changing the setting later does not move an existing conversation or its files; delegated sessions keep their parent's project.
 
-| Layer | What it contains | Saved Agent threads |
-| --- | --- | --- |
-| Project instructions | Standing behavior for ordinary project chats | Not applied |
-| `context.md` | Durable project notes, conventions, and decisions | Not applied as Agent instructions |
-| Project working memory | Short summaries of recent work across project threads | Available |
+Choose a dedicated project to organize a continuing job's files and memory. A project scopes context; it is not an access-control boundary between Agents in your account. Tools still work in your shared workspace.
+
+## Add reference files
+
+Attach knowledge through the Agent editor, or ask the Manager to attach a file already in your workspace. An Agent can list up to 25 knowledge files, each up to 20 MiB, within your storage allowance.
+
+Knowledge is a **copy**. Editing the original project file does not update the attached copy. Attach and save a replacement when the reference changes. Removing a knowledge entry from the current setup does not remove the older copy from an existing delegated session's setup.
+
+Use project files for a live tracker or an output that must evolve. Use knowledge for a reference edition, such as an agreed review rubric.
+
+## Know what is shared
+
+Saved Agent conversations use their own instructions instead of automatically applying ordinary-chat preferences, project instructions, or `context.md`. Put a rule in the Agent's saved instructions when it should govern that Agent.
 
-Saved Agent threads skip project instructions and `context.md` so those files cannot silently override the Agent's own definition. Put Agent-specific rules in **Instructions**. Add stable reference material as Agent knowledge files.
+They still receive saved facts from `user_profile.md` and can use project files and project working-memory summaries. Those summaries are background evidence, not new user requests. A fresh session does not automatically receive another conversation's full history; a fork inherits completed context at its creation.
 
-The project still matters. Its files are available to the Agent, and short summaries from other project threads can provide useful background. Those summaries are context, not a command to continue old work.
+Skill files are also live workspace files. If several Agents use a custom skill, changing that file can affect all of them.
 
-## Choosing a project
+## Verify deliverables
 
-Use a dedicated project when the Agent should work with one customer's files, one product area, or one set of deliverables. Use **Home** when no narrower file or memory scope is needed.
+Open the delivered file and check it against your request. A reference in a reply is not proof that the final artifact contains the right data. Ask the Agent to identify unfinished sections, source coverage, and where the result was saved.
 
-## Next
+Deleting an Agent removes its own knowledge and conversations, not the separate project files. Deleting a project affects the conversations stored there; review Agent dependencies in the deletion dialog first.
 
-See [Projects](/features/projects) for the product workflow, [User preferences](/developers/user-preferences) for the other ordinary-chat layer that saved Agents skip, or [Files and projects](/developers/api-ref/files-and-projects) for project APIs.
+For file browsing, editing, download, and project export, see [Projects](/features/projects). For sharing an Agent's reference material, see [Sharing and copies](/developers/export-import-and-share-agents).
diff --git a/content/docs/developers/schedules.mdx b/content/docs/developers/schedules.mdx
index 687f532..d2b9a09 100644
--- a/content/docs/developers/schedules.mdx
+++ b/content/docs/developers/schedules.mdx
@@ -1,41 +1,68 @@
 ---
-title: Schedules
-sidebarTitle: Schedules
+title: Routines
+sidebarTitle: Routines
 icon: calendar-clock
-description: Wake an existing Agent thread with a saved message once or on a recurring schedule.
+description: Run an Agent once or repeatedly, manage its timing, and recover when a scheduled run needs attention.
 ---
 
-A schedule saves a future message for one existing Agent thread. When it becomes due, Fluso sends that message to the same thread as a separate follow-up turn.
+A routine saves a message to send to an existing Agent conversation at a future time. It can run once or repeat. You do not need to leave the app open.
 
-A schedule does not create a new Agent or a new conversation. It wakes the thread with its saved Agent definition, history, and project scope.
+The routine reuses its target conversation and history. It does not create another Agent or start a blank chat each time.
 
-To create or manage schedules from an Agent chat, enable thread management for that Agent.
+The current Agent UI supports timed routines. The older Agent webhook editor is no longer available.
 
-## One-time and recurring schedules
+## Create a routine
 
-Ask the Agent in plain language:
+Ask in the Agent's main conversation:
 
-> *"Tomorrow at 9:00 AM Asia/Kolkata, check whether the release blockers are closed and prepare a status update."*
+> *"Every weekday at 9:00 AM Europe/Zurich, review the release tracker for new blockers. Return a short update with sources and owners. If nothing changed, say so. Do not send messages to anyone."*
 
-> *"Every weekday at 9:30 AM Europe/London, review new P0 and P1 escalations and prepare the triage list."*
+You can also open **Routines** in the Agents sidebar, use the chat's routine control, or select **Routines → Manage** on the setup page. Choose a starting idea or write your own message, select the Agent, set the timing and timezone, and save.
 
-One-time schedules use a future date and time with an offset. Recurring schedules use a standard five-field cron expression and an IANA time zone.
+The editor supports one-time, daily, weekday, weekly, and interval presets. Existing custom cron timing is preserved unless you change its frequency. Timing labels are shown in readable language.
 
-## What to put in the saved message
+Include the source, expected result, and what to do when there is nothing to report. For external communications, ask for drafts to review and configure [approvals](/features/approvals).
 
-The message should still make sense when it runs later. Include:
+<Note>
+  A routine requested in **Manager** runs a setup review by the Manager. Request the Agent's actual work in its main conversation, or create that routine through the routine editor. Saving instructions alone does not schedule work.
+</Note>
 
-- The condition to check or work to perform.
-- The source the Agent should read.
-- The expected output.
-- Any approval boundary before an external action.
+## Apply the same routine to several Agents
 
-## Manage a schedule
+The Routines page can apply one instruction and timing to selected Agents. Each gets an independent schedule in its own main conversation.
 
-Ask the Agent to list, pause, resume, change, or delete schedules for the current thread. Deleting the target thread also removes its schedules.
+**Select all** covers the Agents currently offered by the picker; it does not include Agents created later. Agents already using those instructions at another timing need an explicit selection to add another timing.
 
-If a recurring turn is still queued, running, or waiting for approval, Fluso does not pile up duplicate occurrences. Repeated failures can pause a schedule so it does not keep retrying without attention.
+Matching instructions, timing, and timezone are grouped for display. Editing one assignment can split it from its group. Removing one Agent's assignment does not remove the others.
 
-## Next
+## What happens when it is due
 
-Use [Schedules](/developers/api-ref/schedules) for the REST endpoints, [Webhooks](/developers/webhooks) for event-driven turns, and [Runs](/developers/api-ref/runs) to inspect each accepted turn.
+The message enters its target conversation as a separate follow-up. If that conversation is busy, it waits. If an earlier occurrence of the same routine is still queued, running, or awaiting approval, the scheduler waits rather than stacking duplicate work.
+
+In chat, the routine appears as a compact row on the right with a violet clock and scheduled time. Expand it for the instructions, routine ID, and any attachments. The Agent receives the full message even while the row is collapsed.
+
+The main conversation uses the setup selected for the new turn. A routine in an existing delegated session uses that session's earlier setup. Results remain in the target conversation; top-level routine results can also appear in [Inbox](/developers/inbox).
+
+## Pause, edit, or remove it
+
+Use the routine's pause control to stop future occurrences, edit its instructions or timing, or delete it. Changes do not retract work already admitted into the conversation. Stop that run or cancel its queued message separately if needed.
+
+One-time checks stop scheduling after their message is accepted. **Last run dispatched · outcome unavailable** does not mean the work completed successfully: inspect the result or run status.
+
+Deleting a target session removes its routines. Deleting an Agent removes all of its routines. Archiving a session is not a substitute for pausing its routines.
+
+## When a routine does not finish
+
+| What you see | What to do |
+| --- | --- |
+| Queued | Check the target conversation for ongoing work or a paused queue |
+| Waiting for approval | Review the requested action; a routine cannot approve itself |
+| Delivery failed or paused with a reason | Fix the connection, unavailable target, or other reported problem, then resume or recreate the routine as appropriate |
+| A run failed after starting | Inspect the conversation and partial outputs before continuing |
+| Usage allowance reached | Wait for the allowance to reset; scheduling is deferred rather than treated as a successful run |
+
+Temporary delivery problems are retried with delays. Repeated delivery failures can pause the routine. Recurring runs do not replay every missed clock tick after a delay.
+
+Choose a future local time for a one-time check. The editor rejects times that do not exist during a daylight-saving clock change; review the timezone and next-run time before saving.
+
+For integrations, these records are called [Schedules in the API](/developers/api-ref/schedules).
diff --git a/content/docs/developers/threads-and-contexts.mdx b/content/docs/developers/threads-and-contexts.mdx
index 1c7f10e..b6b49c8 100644
--- a/content/docs/developers/threads-and-contexts.mdx
+++ b/content/docs/developers/threads-and-contexts.mdx
@@ -1,87 +1,63 @@
 ---
-title: Threads and contexts
-sidebarTitle: Threads & contexts
+title: Conversations and sessions
+sidebarTitle: Conversations and sessions
 icon: messages-square
-description: Understand which Agent settings, conversation history, project data, and files reach each thread.
+description: Keep the main conversation, steer ongoing work, and understand delegated sessions.
 ---
 
-A thread is one conversation with a saved Agent. Its context is assembled from several sources with different lifetimes.
+Select an Agent in the sidebar to return to its main conversation. The header shows the Agent's name without an extra chat title. Its separate setup conversation is labelled **Manager**.
 
-## Start a new chat with an Agent
+Keep talking to the Agent as the work develops. You do not need to create a new conversation after each task or saved setup change.
 
-In the Agents workspace, find the Agent in the left sidebar and select the **+** beside its name. You can also open the Agent and select **New thread** in the top right.
+## Give follow-ups while it works
 
-The new chat opens with that Agent's saved name, instructions, knowledge, Apps, and project. Send the first request as you would in an ordinary chat. For example:
+Sending a message during a run adds it to the queue above the composer. Each queued message waits for its own turn. **Edit** changes it; **Cancel** removes it.
 
-> *"A customer says checkout is unavailable for their whole company. Classify the incident, list the missing details, and prepare the internal escalation. Do not contact anyone yet."*
+Use **Send now** to bring a queued correction into the work already running. If that work has finished, the message starts a new turn instead.
 
-Use one thread for one case or outcome. Start another thread for a different customer, incident, or piece of work. This keeps the conversations separate while both can still use files and working memory from the Agent's configured project.
+> *"Use the revised launch date in this attachment. Keep the investigation so far, but recheck every deadline against Friday."*
 
-If you edit the Agent, start a new thread to test the change. A thread keeps the Agent setup it started with; it does not switch versions midway through a conversation.
+A queued message using a different saved Agent setup shows **Saved setup applies next turn** instead of **Send now** while the older turn is running.
 
-## Context map
+**Stop** stops the current run and pauses queued follow-ups. A failed run also pauses them. Use **Send now** on a paused message when you are ready to continue. Reloading or changing devices does not discard the server's queue.
 
-| Source | Scope | What happens in a new thread |
-| --- | --- | --- |
-| Agent definition | Saved Agent configuration | Captured when the thread starts |
-| Conversation history | One thread | Starts empty |
-| Agent knowledge files | Agent configuration | The configured list is captured at start |
-| Project files | Configured project | Shared with other threads in that project |
-| Project working memory | Configured project | Recent summaries can be recalled |
-| Child task message | One child thread | Only the sent message is added, not the parent transcript |
+See [Chat](/features/chat#while-fluso-is-working) for the queue controls.
 
-The Agent definition includes its name, description, goal, instructions, allowed capabilities, project, and knowledge files. Editing that setup changes new threads. Existing threads keep the configuration they started with.
+## Let the Agent organize independent work
 
-## Ordinary chat context is different
+For a complex request, the main conversation can delegate complementary tasks to sessions while continuing its own work. It should keep the central decisions and combine the results into your deliverable.
 
-Ordinary project chats can use global user preferences, project instructions, and `context.md`. Saved Agent threads use the Agent's saved definition instead. They can still use project files and working-memory summaries shared by the project.
+For a release review, separate sessions might inspect test evidence and customer-impact notes while the main conversation evaluates release criteria. Small tasks or edits to the same file may be better kept together.
 
-## Keep contexts isolated
-
-### What stays in one thread
-
-- Its messages and attached-file references.
-- In-progress turn state and temporary session data.
-- The Agent definition captured when the thread started.
-
-A new thread does not receive another thread's conversation history.
-
-### What threads can share
-
-Threads started from the same Agent can use the same knowledge files and capabilities. Threads in the same project can also use its files and short working-memory summaries. If two threads edit the same resource at once, their changes can conflict.
-
-### When to start a new thread
+| Session type | Starting context |
+| --- | --- |
+| Fresh | Its assignment and the necessary inputs, without the main conversation's transcript |
+| Forked | Completed conversation context at the point of the fork, followed by its assignment |
 
-Start one when the topic or customer changes, when a task needs its own history, or when independent work can progress separately. Keep the current thread when the next step depends on its full conversation.
+Both use the Agent setup selected when they are created and can use shared files and project memory. A fork does not copy running work or routines. Later messages and setup changes do not automatically propagate to an existing session.
 
-## Use parent and child threads
+The main conversation can reuse a session, send corrections, cancel obsolete work, and request a result. Requested results return automatically. A delegated session cannot create more sessions.
 
-A top-level Agent thread can create direct child threads for separate tasks. Each child receives a bounded task and works in its own conversation. The hierarchy has one level: a parent can create several children, but a child cannot create another child.
+## Inspect sessions when useful
 
-### Choose when children are created
+When sessions exist, **Sessions** appears above the composer. It shows work that is queued, working, waiting for approval, idle, or needs attention. A fork icon marks inherited conversation context; **Uses an earlier setup** identifies a session created before a setup change.
 
-| Setting | Behavior |
-| --- | --- |
-| Off | The Agent cannot manage other threads. |
-| Explicit | The Agent creates a child only when you ask or its instructions require one. This is the default. |
-| Proactive | The Agent may create direct children for distinct tasks that can progress independently. |
+Open a session to inspect its conversation. **Main conversation** takes you back. You can rename, archive, restore, or delete delegated sessions from their menus.
 
-### Give a child enough context
+- **Idle** means it has no active work. It may be reused or woken by a routine.
+- **Archive** organizes the list; use the routine controls to pause future work.
+- **Delete** removes the session and its routines. Preserve any results you still need first.
 
-A child sees the task message, not the parent's transcript. Include the task, source material, constraints, approval boundaries, and expected result. Its final result returns to the parent automatically; only the parent that created it can send follow-up work, cancel it, or delete it.
+The main conversation remains for the Agent's lifetime. The Manager is separate from this Sessions list.
 
-### Work in parallel safely
+## Approval and recovery
 
-Use separate children for read-only research or changes to different outputs. Keep changes to the same files or shared APIs in one thread, then combine the work there.
+A session waiting for approval is waiting for your decision. Its approval can appear above the main composer's controls, in the session itself, or in [Inbox](/developers/inbox). A session's report cannot approve an action on your behalf.
 
-## Pick the right scope
+Switching away from a chat does not itself stop server work. Long conversations may be compacted into a summary, so reopening a chat does not mean every old message is loaded verbatim into the model.
 
-- Put stable Agent behavior in **Instructions**.
-- Put read-only reference material in Agent knowledge files.
-- Put finished and working files in the configured project.
-- Start a new thread for a clean conversation.
-- Use a child thread only when the task can progress with the context you send it.
+If a run fails, inspect the error and any files or app changes already made before retrying. Retrying is not a rollback of completed actions. For incomplete work, give a concrete continuation request:
 
-## Related guides
+> *"Check the saved findings and source files. Continue from the unfinished checks without repeating completed external actions, and tell me what remains unresolved."*
 
-Read [Project context](/developers/project-context) and [User preferences](/developers/user-preferences) for the remaining context boundaries. See [Threads and messages](/developers/api-ref/threads-and-messages) for the public thread API.
+Use the Manager when the repeated problem is the Agent's instructions. Use connection, approval, or routine controls when the problem is access or scheduling.
diff --git a/content/docs/developers/user-preferences.mdx b/content/docs/developers/user-preferences.mdx
deleted file mode 100644
index 106762f..0000000
--- a/content/docs/developers/user-preferences.mdx
+++ /dev/null
@@ -1,35 +0,0 @@
----
-title: User preferences
-sidebarTitle: User preferences
-icon: sliders-horizontal
-description: Understand where global preferences are stored and why saved Agent threads use their own instructions instead.
----
-
-Global user preferences live in `/preferences.md` in your Fluso workspace. Ordinary chats use that file as background for choices such as response style, preferred sources, or a standing sign-off.
-
-> *"Remember that I prefer concise status updates."*
-
-After a turn ends, Fluso may save a preference that you stated clearly. A passing remark may not change future behavior.
-
-## Saved Agents are separate
-
-Saved Agent threads do not load global preferences as instructions. This keeps an Agent's standing rules from changing because an unrelated chat wrote a different preference.
-
-Use these scopes instead:
-
-| Need | Put it here |
-| --- | --- |
-| A rule for every new thread of one Agent | Agent **Instructions** |
-| A correction for the current request only | Your message in that thread |
-| A preference for ordinary chats | `/preferences.md` |
-| Reference material for an Agent | Agent knowledge files |
-
-A direct request in an Agent thread can change the current response, but it does not rewrite the saved Agent definition. Edit the Agent and start a new thread when the change should persist for that Agent.
-
-## Read or edit the file
-
-Ask Fluso what it remembers about your preferences, or open `/preferences.md` through the workspace file tools. Do not store passwords, tokens, or other secrets there.
-
-## Next
-
-See [Agent description](/developers/agent-description) for the saved definition or [Files and projects](/developers/api-ref/files-and-projects) for the file API.
diff --git a/content/docs/developers/versions.mdx b/content/docs/developers/versions.mdx
deleted file mode 100644
index 38ac4bc..0000000
--- a/content/docs/developers/versions.mdx
+++ /dev/null
@@ -1,68 +0,0 @@
----
-title: Agent versions
-sidebarTitle: Agent versions
-icon: git-compare-arrows
-description: Review, restore, export, import, and share an Agent's saved setup.
----
-
-Fluso keeps saved Agent configurations as versions. A version records the Agent fields used by a thread, including its instructions, response mode, knowledge-file list, Apps, project, skills, and thread settings.
-
-Open the Agent, select its name in the top bar, then select **Version history**.
-
-## Review what changed
-
-The newest entry is marked **Current**. Expand **changes** on an entry to compare it with the version saved immediately before it. Each entry also shows when it was saved and a short configuration ID.
-
-Use this history when an edit changes an Agent's behavior unexpectedly. It lets you identify the last setup that produced a good result without guessing which fields changed.
-
-## Roll back safely
-
-1. Find the last known-good saved configuration.
-2. Select **Roll back**.
-3. Review the fields listed in the confirmation dialog.
-4. Select **Promote to current**.
-5. Start a **New thread** and repeat the request or [evaluation](/developers/evaluations) that exposed the problem.
-
-Rollback does not erase history. Fluso creates a new current configuration from the selected version, so the change is visible and can itself be reversed later.
-
-Existing threads keep the configuration they started with. Only new threads use the restored configuration. This prevents a long-running conversation from changing behavior halfway through.
-
-<Warning>
-  Rollback restores saved Agent fields. It does not restore an older Agent Studio workflow preview, recreate deleted project files, or copy back a project that no longer exists.
-</Warning>
-
-If the selected version points to a deleted project, recreate the settings you need in the editor, choose a current project, and save them as a new version. If the Agent changed in another browser tab, refresh the history, review the newest version, and retry.
-
-### Example: restore severity rules
-
-Suppose a customer escalation Agent begins treating degraded service as P0 after its severity instructions were edited. Open **Version history**, compare the instruction changes, and promote the last version that kept degraded-but-usable service at P1. Then start a new thread with the same case and confirm the severity, next owner, and approval boundary.
-
-## Move an Agent between workspaces
-
-Export, import, and share create portable copies of an Agent's setup. They do not transfer a live Agent, its chat history, or ownership of the original. Open the Agent and select its name in the top bar to find **Export YAML**, **Import Agent**, and **Share**.
-
-### Export a file
-
-Select **Export YAML** to download an `.agent.yaml` definition. The file contains the portable Agent fields and saved workflow, but leaves out workspace identities, secrets, deliveries, project ownership, and knowledge-file contents. It lists omitted knowledge files so the recipient knows what to add again.
-
-If the Agent relies on a project, [export that project as a ZIP](/features/projects#export-a-project) separately to carry its files, `context.md`, and metadata.
-
-### Import a copy
-
-Select **Import Agent** and choose a Fluso Agent YAML, YML, or JSON definition. Fluso opens a new draft in **Home**; it does not overwrite the Agent whose menu you used.
-
-Before creating the copy, review its instructions, select the destination project, add its knowledge files, and reconnect its Apps. Named skills remain references and must exist in the destination workspace. If the source Agent could use every skill, the imported copy starts with no skills selected; choose the skills it should use.
-
-Agent definition files are limited to 128 KB. Fluso rejects an incomplete definition or unsupported format version instead of creating a partial Agent.
-
-### Share a review link
-
-Select **Share**, then **Copy link**. Anyone with the link can review the read-only definition and import a separate copy.
-
-The definition is stored in the link itself, so the link cannot be revoked. Anyone who keeps it can reopen that snapshot. Share it only with people who may read the Agent's instructions and setup. Later edits do not update the link or an imported copy; create a new link for a newer snapshot.
-
-For a customer escalation Agent, send the support lead a review link or exported definition. They can inspect the P0/P1 rules, import a copy, connect their own Gmail and Slack access, add their runbook, and test it without changing your Agent or threads.
-
-For project and conversation imports, see [Imports](/features/imports). Those imports bring context and files into projects; they are separate from importing an Agent definition.
-
-For API-based version updates, see [Agents and versions](/developers/api-ref/agents-and-versions).
diff --git a/content/docs/developers/webhooks.mdx b/content/docs/developers/webhooks.mdx
deleted file mode 100644
index f42ce0e..0000000
--- a/content/docs/developers/webhooks.mdx
+++ /dev/null
@@ -1,120 +0,0 @@
----
-title: Webhooks
-sidebarTitle: Webhooks
-icon: webhook
-description: Send authenticated JSON events into an Agent and inspect the resulting thread and delivery receipt.
----
-
-An Agent webhook receives JSON from another system and starts a follow-up Agent turn. It is an inbound trigger, not a callback that Fluso sends to another service.
-
-Choose whether events use a dedicated thread or an existing Agent thread. Each accepted event uses the Agent definition and project attached to that thread.
-
-## Create a webhook
-
-<Steps>
-  <Step title="Open Triggers">
-    Open the Agent-name menu and choose **Triggers**.
-  </Step>
-  <Step title="Add the trigger">
-    Click **Add trigger**, give it a clear name, and choose an authentication
-    method. **Header secret** is the safer default. Use a query secret only
-    when the sending service cannot set a custom header.
-  </Step>
-  <Step title="Choose the target thread">
-    Select **New thread on first event** to keep these events together in a
-    dedicated thread, or select an existing non-archived Agent thread.
-  </Step>
-  <Step title="Copy the credentials">
-    Click **Create trigger**, then copy the webhook secret. Fluso shows the
-    clear secret only after creation or rotation. The webhook URL remains
-    available on the trigger row.
-  </Step>
-</Steps>
-
-## Send an event
-
-The public delivery URL uses the webhook secret, not your Fluso bearer token. A header-authenticated request looks like this:
-
-```bash
-export FLUSO_WEBHOOK_URL='<copied-webhook-url>'
-export FLUSO_WEBHOOK_SECRET='<copied-webhook-secret>'
-
-curl "$FLUSO_WEBHOOK_URL" \
-  -X POST \
-  -H 'Content-Type: application/json' \
-  -H "X-Fluso-Webhook-Secret: $FLUSO_WEBHOOK_SECRET" \
-  -H 'Idempotency-Key: release-ready-2026-09-01' \
-  -d '{"event":"release.ready","release":"2026.09.01"}'
-```
-
-If you chose **Query secret**, send the same value through the `secret` query parameter. Query values can appear in browser, proxy, and server logs, so prefer the header when possible.
-
-The request must use `application/json`, contain valid JSON, and stay at or below 25,000 bytes. Fluso accepts any JSON shape; define the fields your Agent instructions expect.
-
-## Read the receipt
-
-A successful request returns `202 Accepted` with a delivery receipt:
-
-```json
-{
-  "id": "<delivery-id>",
-  "receivedAt": "2026-09-01T12:00:00.000Z",
-  "payloadSummary": "JSON event · 54 bytes",
-  "status": "accepted",
-  "responseCode": 202,
-  "requestId": "webhook:<trigger-id>:<delivery-id>",
-  "threadId": "<target-thread-id>",
-  "error": null
-}
-```
-
-`202 Accepted` means the Agent turn was admitted or queued. It does not mean the Agent finished. Open the target thread or the Agent's **Analytics** page to inspect the run.
-
-If the target thread is already running, the event waits as a follow-up instead of interrupting the current turn.
-
-## Test and inspect deliveries
-
-Expand **Test & deliveries** on the trigger row. Edit the sample JSON and click **Send test event**. This is a real Agent turn.
-
-The trigger shows its latest 20 completed receipts. The list shows accepted or failed status, time, a payload-size summary, and a link to an accepted event's thread. The receipt stores a payload digest and size summary instead of the full JSON body. Idempotency records can remain for 24 hours even when they are no longer in that list.
-
-The full payload is added to the Agent message and becomes part of the target thread's context and history. Do not send a secret unless the Agent is intended to receive it.
-
-## Idempotency and retries
-
-Fluso makes one admission attempt for each delivery. It does not retry a failed request automatically.
-
-Send one `Idempotency-Key` header when your sender may retry. For 24 hours on that trigger:
-
-- The same key and payload returns the original receipt without another Agent turn.
-- The same key with a different payload returns `409 Conflict`.
-- Replaying a failed key returns the same failure; use a new key only when you intend to create a new turn.
-
-Without an idempotency key, repeated requests create separate Agent turns.
-
-## Pause, rotate, or delete
-
-- Turn the trigger switch off to pause it. Requests to a paused trigger return `409`.
-- Choose **Rotate secret** if a secret may be exposed. The old secret stops working immediately, and the replacement is shown once.
-- Choose **Delete trigger** to remove its URL and delivery history. Later requests to that URL return `404`.
-
-## Security boundary
-
-Treat every payload as untrusted input. It becomes thread context, so remove credentials and fields the Agent does not need. A webhook does not bypass the Agent's saved capabilities, tool rules, or approval boundaries. Keep external writes behind approval when an event should prepare work rather than publish it.
-
-## Common errors
-
-| Status | Check |
-| --- | --- |
-| `400` | The body is valid JSON. If present, `Idempotency-Key` appears once and contains 1 to 255 characters. |
-| `401` | The header or query secret matches the current secret. |
-| `404` | The trigger, Agent, or target thread still exists. |
-| `409` | The trigger is enabled, the target is available, and the idempotency key is not conflicting or already in progress. |
-| `413` | The raw JSON body is no larger than 25,000 bytes. |
-| `415` | `Content-Type` is `application/json`. |
-| `429` | The sender's IP rate limit or the Agent owner's usage limit has been reached. Honor `Retry-After` when it is present. |
-| `502` or `503` | The Agent service and runtime are available. A repeated failed key returns the recorded failure and does not start another attempt; use a new key only when you intend one. |
-
-## Next
-
-Use [Runs](/developers/api-ref/runs) to inspect accepted turns, [Threads and contexts](/developers/threads-and-contexts) to understand the target thread, and [Schedules](/developers/schedules) for time-based triggers.
diff --git a/content/docs/features/approvals.mdx b/content/docs/features/approvals.mdx
index ba9e562..f8d1aa5 100644
--- a/content/docs/features/approvals.mdx
+++ b/content/docs/features/approvals.mdx
@@ -2,108 +2,59 @@
 title: Approvals and permissions
 sidebarTitle: Approvals
 icon: shield-check
-description: Choose when Fluso asks before connector and MCP tool actions, review approval cards, and manage saved tool rules.
+description: Choose when app tools need approval, review exact actions, and manage saved tool rules.
 ---
 
-Approvals let you decide how much Fluso can do without stopping for confirmation. You can keep every connector and MCP tool action behind a prompt, or let Fluso run them automatically.
+The permission control in the composer determines how Fluso uses connected apps in that chat. It does not connect an account or select an app for an Agent.
 
-Your choice belongs to a chat. Existing chats keep their current mode. A choice made before a new chat starts is pending until you send the first message and the chat is created.
+## Choose a mode
 
-<Note>
-  Organization rules and your saved **Deny** rules always apply. An automatic mode cannot override them.
-</Note>
+| Mode | Behavior |
+| --- | --- |
+| **Ask me first** | Ask before actions that are not already allowed by tool or connection rules |
+| **Allow everything** | Use connected app tools automatically, while respecting denied tools and organization restrictions |
 
-## Choose an approval mode
+Read-only tools follow each connection's settings. **Ask me first** therefore does not guarantee a prompt for every read. If a particular action must always need review, check that tool's saved rule and the chat's mode.
 
-| Mode | Connector and MCP tools |
-|---|---|
-| **Ask for everything** | Ask before a tool runs |
-| **Don't ask permission** | Approve tools automatically |
+Select the hand or open-lock control in the composer to change the mode. Before the first message, a new chat's choice is pending until the chat is created.
 
-Use **Ask for everything** when you want to review each action before a tool can read or change data. **Don't ask permission** is best for work you trust Fluso to finish without waiting for you.
+For an external send, ask Fluso to prepare a draft, review its recipients and contents, and authorize the send when ready.
 
-### Set the mode from the composer
+## Set the default
 
-<Steps>
-  <Step title="Open the permission menu">
-    Start a new chat and click the shield control beside the model mode in the composer.
-  </Step>
-  <Step title="Choose a mode">
-    Pick **Ask for everything** or **Don't ask permission**. The menu explains which requests will still pause.
-  </Step>
-  <Step title="Send the first message">
-    Before a thread exists, the composer labels the choice as **Pending**. Sending your first message creates the chat and confirms its mode.
-  </Step>
-</Steps>
+Open **Settings → Approvals & permissions**. **Auto-approval** sets your default across desktop, web, and Telegram.
 
-You can change the mode between messages. The updated choice applies to later actions in that chat. It does not change other existing chats.
+Chats where you explicitly picked a mode keep it. Other chats follow the current default, including existing chats without an override. A Settings change does not itself decide an approval already waiting.
 
-## Connector tool approval cards
+## Review an approval card
 
-Connector and MCP tools can read or change data in another service. When a tool needs approval, the card shows the connector or server, tool name, a short argument summary, and an expandable view of the exact arguments.
+The card identifies the connection, tool, and arguments. Expand **Arguments** when the summary is not enough to judge the action.
 
-You can choose:
+- **Allow once** permits this pending tool call with these exact arguments.
+- **Always allow this tool** saves a rule for future calls to that tool. It is broader than this one request.
+- **Deny** rejects this request without saving a permanent deny rule.
+- **Cancel** cancels the pending approval.
 
-- **Allow once** to run this tool only with the arguments shown on the card.
-- **Always allow** to save an allow rule for this tool.
-- **Deny** to reject this request without creating a permanent tool deny.
+If the app needs authorization, finish its connection flow. Missing account access and permission to run an action are separate decisions.
 
-If the required app is not connected, the card asks you to **Connect** first. Complete sign-in and Fluso resumes the waiting action. If the request changes while you are deciding, it fails closed instead of applying your decision to different arguments.
+Expired or changed requests cannot reuse an old approval. If an approval is no longer actionable, inspect the conversation before asking for another attempt.
 
-If the card expires or the run is canceled before you decide, ask Fluso to try the action again. An organization-managed deny is locked and cannot be approved from chat.
+## Manage saved tool rules
 
-<Tip>
-  Use **Allow once** for a sensitive write or an unusual set of arguments. Use **Always allow** for a tool you expect this chat to call repeatedly.
-</Tip>
+Open **Plugins → MCP**, select the connection, and open its tool permissions. Rules can be **Allow**, **Ask**, or **Deny**. The connection also has **Auto-approve read-only tools** for tools classified as reads.
 
-## Manage approvals in Settings
+Explicit tool rules take precedence over read-only defaults. The chat's **Allow everything** mode can allow actions that would otherwise ask; it cannot override a deny. Organization restrictions and an Agent's saved app restrictions still apply.
 
-Open your account menu, choose **Settings**, then open **Approvals & permissions**. This panel controls the mode for your next new chat.
+An Agent's **Allowed** connector setting only permits use of that connection. It does not override a tool deny, supply credentials, or approve a particular pending action.
 
-### Set the default for the next chat
+## When something is blocked
 
-The **Auto-approval** section has the same modes as the composer. A Settings change is staged for your next new chat. It does not rewrite the mode of chats that already exist.
+| Situation | Check |
+| --- | --- |
+| Changing Settings did not change a chat | That chat may have its own explicit mode |
+| A read ran without a card | Check saved allow rules and the connection's read-only setting |
+| Another tool still asks after **Always allow this tool** | The saved rule applies to that tool, not every tool on the connection |
+| No approval can unblock the action | Check Agent capabilities, saved denies, organization restrictions, and connection status |
+| A delegated session waits | Review its approval in the session, main conversation, or [Inbox](/developers/inbox) |
 
-## Which rule wins
-
-Fluso applies the most restrictive relevant rule. In practical terms:
-
-1. An organization **Deny** always blocks the tool.
-2. Your **Deny** can block something the organization allows.
-3. An organization **Allow** can make an action available, unless you denied it.
-4. Your **Allow** can approve an action when the organization has not blocked it.
-5. With no saved rule, the current chat mode decides whether Fluso asks or continues automatically.
-
-This is why switching to **Don't ask permission** does not open something that your organization or you explicitly blocked.
-
-## Manage MCP tool rules
-
-Open **Plugins**, select an MCP server, and open its tool permissions. Each tool can be set to **Allow**, **Ask**, or **Deny**.
-
-You can also enable automatic approval for tools classified as read-only, such as list, search, fetch, and GET operations. An explicit **Ask** or **Deny** on a tool takes precedence over that read-only setting.
-
-See [MCP servers](/features/mcp) for connection setup and credential handling.
-
-## Troubleshooting
-
-<AccordionGroup>
-  <Accordion title="I changed the mode in Settings, but this chat still asks">
-    Settings changes apply to the next new chat. Existing chats keep their current mode. Change the shield control in this chat, or start a new one.
-  </Accordion>
-  <Accordion title="The composer says Pending">
-    The chat has not been created yet. Send the first message to commit that mode to the new chat.
-  </Accordion>
-  <Accordion title="An approval card expired">
-    Ask Fluso to retry the action. Approval cards are bound to one pending request and cannot approve a later or changed request.
-  </Accordion>
-  <Accordion title="I chose Always allow, but a different connector tool still asks">
-    Tool rules apply to the specific tool, not every tool on the connector or MCP server. Review that server's tool permissions under **Plugins**.
-  </Accordion>
-  <Accordion title="A tool is blocked and no approval card appears">
-    Check that server's tool permissions under **Plugins** for a saved **Deny**. If the rule is locked or marked as managed by your organization, only an organization administrator can change it.
-  </Accordion>
-</AccordionGroup>
-
-## Next
-
-See [Chat](/features/chat) for thread and composer behavior, and [Apps and MCP servers](/features/mcp) for app access and third-party tools.
+See [Apps & MCP](/features/mcp) for connecting accounts and [Setup and capabilities](/developers/agent-description) for selecting them for an Agent.
diff --git a/content/docs/features/chat.mdx b/content/docs/features/chat.mdx
index dc4acd7..8ece4e6 100644
--- a/content/docs/features/chat.mdx
+++ b/content/docs/features/chat.mdx
@@ -17,17 +17,17 @@ Describe the outcome. Get the outcome. Review.
 
 ## Model mode
 
-Use the mode button in the composer to set how much reasoning Fluso spends on the current chat: **Quick**, **Deep**, or **Max**. `⌘\` cycles through them.
+Use the mode button in the composer to set how much reasoning Fluso spends on the current chat: **Fast**, **Medium**, or **High**. `⌘\` cycles through them.
 
-Quick answers straightforward questions and small edits. Deep takes longer on complex tasks, reviews, and planning. Max is for the hardest problems. [Composer](/interface/composer) has the full comparison.
+Fast suits straightforward questions and small edits. Medium balances speed and reasoning. High spends more reasoning on difficult work. [Composer](/interface/composer) has the full comparison.
 
-The mode is chat-specific. You can change it between messages, and new chats start in Deep unless you switch them.
+The mode is chat-specific. Ordinary new chats start in Medium unless you switch them. Saved Agents take **High** or **Fast** from their [setup](/developers/agent-description).
 
 This only affects the chat you are using in the app. Telegram has its own conversation mode: using `/fast` in Telegram does not change an app chat, and changing the app control does not change Telegram.
 
 ## Approval mode
 
-Use the access control beside the mode button to choose when Fluso asks before connector and MCP tool actions. It shows a hand for **Ask me first**, a globe for **Allow web**, and an open lock for **Allow everything**; `⌘⇧\` steps through them. The choice belongs to the current chat. Before a new chat exists, it remains pending until you send the first message.
+Use the access control beside the mode button to choose when Fluso asks before connector and MCP tool actions. It shows a hand for **Ask me first** and an open lock for **Allow everything**; `⌘⇧\` steps through them. A choice made here belongs to the current chat. Chats without an explicit choice follow your default in Settings. Before a new chat exists, a selected mode remains pending until you send the first message.
 
 See [Approvals and permissions](/features/approvals) for the modes, in-chat approval cards, saved tool rules, and organization policy behavior.
 
@@ -43,7 +43,9 @@ Two things matter more than anything else.
 
 A thread is one conversation. It remembers what you've said and what Fluso has said back, so a follow-up prompt picks up where you left off. After Fluso summarises your inbox, *"reply to the one from Legal"* makes sense because the summary is still in context.
 
-Start a new thread when you switch topic. The plus button at the top works, or you can ask for one in chat. Old threads stay in the sidebar. Pick any of them back up and Fluso has the full history.
+Start a new thread when you switch topic. Use the new-chat control in the sidebar. Old threads remain available to reopen. Long histories may be compacted into a summary for the model; the saved conversation remains readable.
+
+Saved [Agents](/developers/agent-builder) work differently: selecting an Agent returns to its continuing main conversation. Its Manager refines the setup, and it can delegate independent work to [sessions](/developers/threads-and-contexts).
 
 ## Things you can do inside chat
 
@@ -69,6 +71,8 @@ Queued follow-ups wait above the composer and run in order once the current run
 
 To steer the run in progress, queue the message, then click **Send now** (the play button) on its row. Fluso sends it into the live run immediately, or starts it as a new request if the run has already finished. **Edit** (the pencil) lets you rewrite the message first; **Cancel** (the cross) removes it.
 
+For an Agent, a message submitted with a changed saved setup shows **Saved setup applies next turn** instead of **Send now** while the older turn runs. Edit and Cancel remain available.
+
 Two safeguards worth knowing. If a follow-up starts while you are still editing it, the save is refused with a notice and your text stays in the composer — nothing sends twice. And if a follow-up cannot reach the server, the row is marked failed with a retry, not silently dropped.
 
 ### Stopping pauses the queue
diff --git a/content/docs/features/mcp.mdx b/content/docs/features/mcp.mdx
index de323ce..ce55021 100644
--- a/content/docs/features/mcp.mdx
+++ b/content/docs/features/mcp.mdx
@@ -28,7 +28,7 @@ Click **Add MCP**. The dialog opens on the **Apps** tab.
   <img src="/images/features/mcp/marketplace-apps.png" alt="The Add MCP dialog on the Apps tab: a search field and a catalog listing Google Workspace, GitHub, Slack, Slackbot, Linear, Web Search (connected), Airtable, Asana, and more, each with a Connect button." />
 </Frame>
 
-Search for the app, click **Connect**, and sign in on the app's own login screen. You approve the permissions there, the window closes itself, and the row appears in your list. Fluso can use the app from the next message on.
+Search for the app, click **Connect**, and sign in on the app's own login screen. You approve the permissions there, the window closes itself, and the row appears in your list. Ordinary chats can use it from the next message. For a saved Agent, also select it under [Connectors](/developers/agent-description#grant-app-access).
 
 A few rows worth knowing about:
 
@@ -115,7 +115,7 @@ Expand any connection row to see its tools and set rules per tool.
 </Frame>
 
 - **Auto-approve read-only tools** allows operations classified as GET, list, search, and fetch to run without asking. Explicit Ask or Deny rules still win.
-- Each tool has its own **Allow**, **Ask**, or **Deny**. Allow runs without asking, Ask pauses for your approval in chat, Deny blocks the tool outright.
+- Each tool has its own **Allow**, **Ask**, or **Deny**. Allow runs without asking, Ask pauses for approval when the chat uses **Ask me first**, and Deny blocks the tool. **Allow everything** can bypass Ask, but not Deny.
 - Tools are grouped read-only versus everything else, so you can see at a glance what can only look and what can act.
 
 These rules work together with your chat-level approval mode. See [Approvals and permissions](/features/approvals) for how the modes and rules interact.
@@ -134,7 +134,7 @@ Each row shows the connection's status. The three-dot menu holds the two actions
 
 ## Things to know
 
-- **Connections are per account, not per chat.** Sign in once; every new chat can use the connection, and it survives runtime restarts in the background.
+- **Connections are per account, not per chat.** Sign in once and reuse the connection across chats. Saved Agents can use only their selected connections. Sign-ins survive runtime restarts.
 - **The runtime never stores tokens.** Tools fetch a short-lived token from the backend per request, use it, and drop it. Sign-in happens on the app's own page — Fluso never sees your password.
 - **Custom servers have prerequisites.** Fluso supports public HTTPS Streamable HTTP endpoints with OAuth, API-key, or bearer-token access. A successful sign-in does not override network-egress or provider policy.
 - **Rules set by your organization take precedence** over anything you allow yourself.
@@ -155,7 +155,7 @@ Each row shows the connection's status. The three-dot menu holds the two actions
   The server advertises Dynamic Client Registration but rejected the registration. Switch to **OAuth (BYO)** and register an app in the server's developer console yourself.
 </Accordion>
 <Accordion title="A tool keeps asking for approval">
-  Its rule is set to **Ask**, or your chat's approval mode is **Ask for everything**. Set the tool to **Allow** in the row's tool permissions, or change the mode — see [Approvals](/features/approvals).
+  Its rule is set to **Ask**, or your chat's approval mode is **Ask me first**. Set the tool to **Allow** in the row's tool permissions, or change the mode — see [Approvals](/features/approvals).
 </Accordion>
 
 ## Next
diff --git a/content/docs/features/memory.mdx b/content/docs/features/memory.mdx
index 23693fc..3ca115a 100644
--- a/content/docs/features/memory.mdx
+++ b/content/docs/features/memory.mdx
@@ -13,17 +13,17 @@ Durable memory follows a stricter rule than you might expect: it saves stable th
 
 <MemoryScopeDiagram />
 
-**Global preferences.** User-level things that should apply everywhere. Your timezone, the response style you have asked for, workflow choices, standing instructions like *"always show me drafts in plain text"*. These live in `preferences.md` in your workspace, where you can read them.
+**Global preferences.** User-level rules for ordinary chats across projects: response style, workflow choices, and standing instructions like *"always show me drafts in plain text"*. These live in `preferences.md` in your workspace, where you can read them. Saved Agents use their own instructions instead.
 
 **Project context.** Facts, decisions, conventions, and preferences that belong only to the project you are in. The Q3 roadmap decision. The naming convention you agreed with the team. The pricing approach for this client. Each project keeps its own `context.md`.
 
 **Project working memory.** An automatic, short-lived record of what the conversations in a project have been doing: the current state of each, open items, files touched. Fluso keeps it up to date on its own, so asking *"where did we leave off?"* in a new chat gets a real answer.
 
-The split matters because Fluso is careful about scope. Project material stays in the project. One client's notes do not surface inside another client's chat.
+Automatic recall uses the current project's material. This scopes context, not file access: tools can still work with shared files elsewhere in your account.
 
 ## How it loads
 
-With every message, Fluso pulls in three things as background context:
+Ordinary chats use three sources of background context:
 
 - Your global preferences
 - The current project's context
@@ -35,18 +35,18 @@ Memory is context for the conversation, not a script. Your current message still
   Saved Agent threads are the exception. They use the Agent's own definition
   instead of global preferences, project instructions, or `context.md`. They
   can still use project files and project working-memory summaries. See
-  [Threads and contexts](/developers/threads-and-contexts).
+  [Files and context](/developers/project-context).
 </Note>
 
 ## How it updates
 
 Two paths. Both are conservative on purpose.
 
-**You ask explicitly.** Say *"remember this"*, *"forget this"*, *"add this to project context"*, or *"update my preference"* and Fluso edits `preferences.md` or the project's `context.md` directly. Clear intent only. A passing line like *"I like detailed answers"* is not treated as a memory write; that kind of inference goes through the other path.
+**You ask explicitly.** Say *"remember this"*, *"forget this"*, *"add this to project context"*, or *"update my preference"* and Fluso edits `preferences.md` or the project's `context.md` directly. A clearly stated preference or future-facing rule can also be saved without the words "remember this". One-off task details should stay with the task.
 
-**Background learning.** After each reply, a background pass updates the project's working memory. When something durable shows up — a stated preference, a clear correction, a convention you keep repeating, a decision — it also adds that to your preferences or the project's context, marked as auto-saved and deduplicated against what is already there. Anything that looks like a secret or credential is dropped rather than saved. If nothing durable came up, it writes nothing durable.
+**Background learning.** After each reply, a background pass updates the project's working memory. When something durable shows up — a stated preference, a clear correction, a convention you keep repeating, a decision — it also adds that to your preferences or the project's context, marked as auto-saved and deduplicated against what is already there. Common credential patterns are filtered, but this is not a guarantee that sensitive text can never be saved. Keep secrets out of memory files. If nothing durable came up, it writes nothing durable.
 
-The guardrail on explicit updates exists for a reason. Vague or accidental wording should not mutate the layer that follows you across every chat.
+Saved Agents use their own standing instructions. Refine that setup through the Manager or editor when a rule should persist for one Agent.
 
 ## What gets saved
 
@@ -60,7 +60,7 @@ The guardrail on explicit updates exists for a reason. Vague or accidental wordi
 - Greetings and small talk.
 - Temporary instructions for a single chat.
 - Guesses Fluso is not confident about.
-- Secrets, credentials, or anything that looks like one.
+- Text rejected by the credential filter. Do not rely on it as a complete secret detector.
 
 One-off task details stay out of the durable files too. They live in working memory while the work is fresh, then fall away instead of following you forever.
 
diff --git a/content/docs/features/open-architecture.mdx b/content/docs/features/open-architecture.mdx
index 6f1d645..91b6948 100644
--- a/content/docs/features/open-architecture.mdx
+++ b/content/docs/features/open-architecture.mdx
@@ -7,7 +7,7 @@ description: Keep a usable copy of your work and move it through documented file
 
 Fluso keeps core work in ordinary formats instead of locking every object behind one interface. You can download project files, move Agent definitions, export operational records, and read conversation history through the API.
 
-Different exports serve different purposes. A project ZIP is a file backup; an Agent YAML is a reusable setup; a shared chat is a reviewable snapshot.
+Different exports serve different purposes. A project ZIP is a file backup; a shared Agent is a reusable setup; a shared chat is a reviewable snapshot.
 
 ## What you can take out
 
@@ -17,8 +17,7 @@ Different exports serve different purposes. A project ZIP is a file backup; an A
 | **Individual files** | Open a project file and select **Download** | The original file in its stored format |
 | **Shared project files** | Open a project file, select **Share**, then create a link | A revocable public link to the selected file |
 | **Generated documents and presentations** | Use the artifact's export menu | Documents as PDF, Word, HTML, or Markdown; presentations as PDF, PowerPoint, or a Google Slides copy |
-| **Agents** | Open an Agent, select its name, then **Export YAML** | A portable `.agent.yaml` definition with the Agent's saved setup and workflow |
-| **Agent review copies** | Open an Agent, select its name, then **Share** | A read-only link that another person can inspect and import as a separate Agent |
+| **Agent copies** | Open the Agent's actions menu, then **Share** | A revocable snapshot of the setup and selected resources that another person can import |
 | **Conversation history** | Open a chat and select **Share chat**, or read messages with the Threads API | A revocable public snapshot, or structured persisted messages through the API |
 | **Audit logs** | In Fluso Admin, filter **Audit log**, then select **Export _N_ rows** | CSV containing the currently filtered rows from the latest 100 recorded identity and access events |
 | **Usage records** | In Fluso Admin, open **Observability → Export CSV** | CSV of the recorded daily gateway cost and token totals shown in the 14-day view |
@@ -29,33 +28,28 @@ Project ZIPs skip dotted runtime entries and symbolic links. They do not serve a
 
 Open **Plugins → Skills** and select a skill to read its `SKILL.md`. This is the instruction document Fluso follows.
 
-The skill document is view-only, and there is no one-click skill bundle export today. For a custom skill you own, copy its `SKILL.md` and keep its source files in your own version control before removing it from Fluso. Built-in and marketplace skills can be inspected in Fluso but are not exported as workspace-owned packages.
+The skill document is view-only. For a custom skill you own, keep its `SKILL.md` and source files before removing it from Fluso. An Agent share can include selected custom skill folders; built-in skills remain references to the recipient's installed versions.
 
-## What an Agent export leaves behind
+## What an Agent share includes
 
-Agent export and sharing deliberately omit:
+Instructions and settings are included. You choose whether to include knowledge files, complete custom skill folders, and custom connection URLs. Built-in skills and missing reference files are listed by name.
 
-- Workspace identities and credentials.
-- App connection secrets.
-- Chat history and deliveries.
-- Project ownership and project files.
-- Knowledge-file contents.
-- Schedules, webhook triggers, evaluations, and version history.
+Stored account credentials, conversations, routines, and project files stay private. The recipient connects their own apps. Publish later changes explicitly with **Update shared version**, or revoke the link with **Stop sharing**. Imported copies remain independent.
 
-The export names omitted knowledge files so the recipient can add them again. Named skills remain references to review in the destination workspace; an Agent configured to use every skill imports with none selected. Apps must be reconnected. See [Agent versions](/developers/versions#move-an-agent-between-workspaces) for the full handoff flow.
+See [Sharing and copies](/developers/export-import-and-share-agents) for the full flow and resource limits.
 
 ## A practical handoff
 
 To hand a customer-support workflow to another team:
 
 1. Export the support project as ZIP so they receive the runbooks and working files.
-2. Export the Agent as YAML, or send its review link.
+2. Share the Agent's saved setup and any reference files the recipient needs.
 3. Share any example conversation as a snapshot, removing sensitive messages first.
 4. Export the relevant filtered audit rows separately if the reviewer needs access evidence.
-5. In the destination workspace, import the Agent, upload the project files, reconnect Apps, and run its evaluations before live use.
+5. In the destination workspace, import the Agent, upload the project files, connect Apps, and try a real task before scheduling work.
 
 These exports are independent snapshots. Later Fluso changes do not silently rewrite the copies you already saved.
 
 ## APIs for continuous access
 
-Use the [API reference](/developers/api-ref/authentication) when a one-time download is not enough. The API exposes Agents and versions, projects and files, threads and messages, schedules, runs, and usage. Authenticate each request with a scoped bearer token and store only the data your integration needs.
+Use the [API reference](/developers/api-ref/authentication) when a one-time download is not enough. The beta client API exposes Agent setup, sharing, projects and files, conversations, schedules, runs, and usage. Authenticate each request with a user bearer token and store only the data your integration needs.
diff --git a/content/docs/going-deeper.mdx b/content/docs/going-deeper.mdx
index 183edb1..60327ca 100644
--- a/content/docs/going-deeper.mdx
+++ b/content/docs/going-deeper.mdx
@@ -108,7 +108,7 @@ The pattern: name the inputs, name the output, let Fluso connect them.
 
 ## Approval discipline
 
-Approval follows the effective tool and chat policy. With **Ask**, a read or write pauses on an approval card. A tool set to **Allow**, or a chat using **Don't ask permission**, can continue without a per-action prompt; **Deny** always blocks it. Keep external-facing write tools on **Ask** when you want to review each draft.
+Approval follows the effective tool and chat policy. With **Ask**, a read or write pauses on an approval card. A tool set to **Allow**, or a chat using **Allow everything**, can continue without a per-action prompt; **Deny** always blocks it. Keep external-facing write tools on **Ask** when you want to review each draft.
 
 The instinct on day one is to read every draft carefully. By day twenty, you will be tempted to wave things through. Don't.
 
diff --git a/content/docs/index.mdx b/content/docs/index.mdx
index 052b6ce..46e8018 100644
--- a/content/docs/index.mdx
+++ b/content/docs/index.mdx
@@ -55,7 +55,7 @@ Pick a workflow that matches a problem you have right now. Each one is a story,
     The connection model and the full catalog of supported apps.
   </Card>
   <Card title="Agents (Beta)" icon="bot" href="/developers/agent-builder">
-    Build a saved Agent, split work across threads, and schedule follow-ups.
+    Create an Agent, refine its setup, and return to its conversations, routines, and Inbox.
   </Card>
   <Card title="Architecture" icon="network" href="/developers/architecture">
     Request flow, durable data boundaries, and replaceable components.
diff --git a/content/docs/integrations/github.mdx b/content/docs/integrations/github.mdx
index c58d66b..e906c37 100644
--- a/content/docs/integrations/github.mdx
+++ b/content/docs/integrations/github.mdx
@@ -58,7 +58,7 @@ Issues:
 > *"What issues are assigned to me this sprint?"*
 
 <Warning>
-  Keep GitHub write tools on **Ask** when you want every diff or comment shown before the action runs. **Allow** or **Don't ask permission** can continue without a per-action prompt; **Deny** blocks the write.
+  Choose **Ask me first** and keep GitHub write tools on **Ask** to review each requested action before it runs. Ask Fluso to show the diff or comment first. A saved **Allow** rule or **Allow everything** can continue without a per-action prompt; **Deny** blocks the write.
 </Warning>
 
 ## A small thing that makes generated code much better
diff --git a/content/docs/integrations/gmail.mdx b/content/docs/integrations/gmail.mdx
index 359df7b..1fc7633 100644
--- a/content/docs/integrations/gmail.mdx
+++ b/content/docs/integrations/gmail.mdx
@@ -62,7 +62,7 @@ Follow-ups:
 
 Reading happens when you ask for it (*"summarise my inbox"*) and continuously in the background for auto-task extraction. Messages are processed for the response and not stored beyond what's referenced in your knowledge graph and tasks.
 
-Keep Gmail send tools on **Ask** when you want every draft shown before it sends. **Allow** or **Don't ask permission** can continue without a per-action prompt; **Deny** blocks the send. There is no separate batch-send mode that overrides the effective policy.
+Choose **Ask me first** and keep Gmail send tools on **Ask** to review each requested send. Ask Fluso to show the draft first. A saved **Allow** rule or **Allow everything** can continue without a per-action prompt; **Deny** blocks the send. There is no separate batch-send mode that overrides the effective policy.
 
 Header metadata is used for categorisation and handled under the same subprocessor controls as other requested email content.
 
diff --git a/content/docs/integrations/slack.mdx b/content/docs/integrations/slack.mdx
index e13ed94..ae3f784 100644
--- a/content/docs/integrations/slack.mdx
+++ b/content/docs/integrations/slack.mdx
@@ -48,7 +48,7 @@ Posting:
 > *"Post a status update in #partnerships about Acme."*
 
 <Warning>
-  Keep Slack write tools on **Ask** when you want every draft shown before it posts. **Allow** or **Don't ask permission** can continue without a per-action prompt; **Deny** blocks the post.
+  Choose **Ask me first** and keep Slack write tools on **Ask** to review each requested post. Ask Fluso to show the draft first. A saved **Allow** rule or **Allow everything** can continue without a per-action prompt; **Deny** blocks the post.
 </Warning>
 
 ## Cross-app workflows
diff --git a/content/docs/interface/composer.mdx b/content/docs/interface/composer.mdx
index 66a18f0..21c3491 100644
--- a/content/docs/interface/composer.mdx
+++ b/content/docs/interface/composer.mdx
@@ -173,23 +173,22 @@ The mode button on the composer toolbar sets reasoning effort for the current ch
 
 | Mode | Use it for |
 | --- | --- |
-| **Quick** | straightforward questions and small edits |
-| **Deep** | complex tasks, reviews, planning |
-| **Max** | the hardest problems, when you would rather wait |
+| **Fast** | straightforward questions and small edits |
+| **Medium** | everyday work with a balance of speed and reasoning |
+| **High** | difficult tasks, reviews, and planning |
 
-The choice belongs to the chat, not the app, so a quick lookup and a long refactor can sit side by side in your sidebar at different settings. In [confidential mode](/features/confidential) the reasoning level is fixed, so Max is not offered there.
+The choice belongs to the chat, not the app, so a quick lookup and a long refactor can sit side by side in your sidebar at different settings. Ordinary chats default to Medium. Saved Agents take High or Fast from their [setup](/developers/agent-description), so change it there. In [confidential mode](/features/confidential), the underlying reasoning level is fixed and the extra High option is not offered for ordinary chats.
 
 ## What Fluso may do on its own
 
-Beside the mode button, one control sets how much Fluso does before checking with you. `⌘⇧\` steps through the three levels.
+Beside the mode button, one control sets how much Fluso does before checking with you. `⌘⇧\` switches between the two modes.
 
 | Level | Behaviour |
 | --- | --- |
-| **Ask me first** | asks before reaching the web and before any connected app |
-| **Allow web** | searches the web on its own, still asks before connected apps |
-| **Allow everything** | acts without asking |
+| **Ask me first** | asks when a tool is not already allowed; read-only tools follow connection settings |
+| **Allow everything** | uses connected app tools automatically; denied tools remain blocked |
 
-Your choice sticks as the default for new chats. [Approvals and permissions](/features/approvals) covers the approval cards, saved tool rules, and what an organization policy can override.
+A choice here applies to this chat. Settings controls the default for chats without their own choice. [Approvals and permissions](/features/approvals) covers the approval cards, saved tool rules, and what an organization policy can override.
 
 ## Dictating
 
@@ -245,7 +244,7 @@ Hold `⌘` and each toolbar control labels itself with its own shortcut. Hold it
 | `⇧ Enter` | new line |
 | `↑` / `↓` | walk prompt history, then back to your draft |
 | `@` | open the context menu |
-| `⌘\` | cycle Quick, Deep, Max |
+| `⌘\` | cycle Fast, Medium, High where available |
 | `⌘⇧\` | cycle what Fluso may do alone |
 | `⌘D` | start or stop dictation |
 | `⌘⇧2` | screenshot into the composer (desktop app) |
diff --git a/content/docs/remote/telegram.mdx b/content/docs/remote/telegram.mdx
index c3f1d85..59cee88 100644
--- a/content/docs/remote/telegram.mdx
+++ b/content/docs/remote/telegram.mdx
@@ -58,7 +58,7 @@ Once you are signed in and have at least one app connected, ask in plain English
 
 If you ask for something that needs an app you have not connected yet, the bot will say so. Send `/connect <app>` and ask again.
 
-Connector writes in Telegram follow the same effective **Allow**, **Ask**, or **Deny** policy as the app. With **Ask**, the bot shows an approval card and waits for your decision. **Allow** or **Don't ask permission** can continue without a per-action prompt; **Deny** blocks the action.
+Connector writes in Telegram follow the same effective **Allow**, **Ask**, or **Deny** policy as the app. With **Ask**, the bot shows an approval card and waits for your decision. **Allow** or **Allow everything** can continue without a per-action prompt; **Deny** blocks the action.
 
 ## Fast mode
 
@@ -68,7 +68,7 @@ Send `/fast` again in the same Telegram conversation to switch back to High mode
 
 This is conversation-specific, not an account setting. `/newchat` starts a fresh Telegram conversation back in High mode.
 
-Telegram mode and app mode are separate. Using `/fast` in Telegram does not change any chat in the app, and changing the app's High/Fast dropdown does not change Telegram.
+Telegram mode and app mode are separate. Using `/fast` in Telegram does not change any chat in the app, and changing the app's response mode does not change Telegram.
 
 ## Files, images, voice
 
diff --git a/content/docs/resources/faq.mdx b/content/docs/resources/faq.mdx
index fe6e722..f608459 100644
--- a/content/docs/resources/faq.mdx
+++ b/content/docs/resources/faq.mdx
@@ -79,7 +79,7 @@ description: The questions that come up most often. What Fluso is, how it works,
     It reads emails when you ask it to (e.g., *"summarise my inbox"*) and as part of auto-task extraction. It does not keep a separate mailbox copy. See [Legal](/resources/legal) for Fluso's privacy policy.
   </Accordion>
   <Accordion title="Does it send mail without my permission?">
-    Gmail send tools follow your effective **Allow**, **Ask**, or **Deny** policy. Use **Ask** to review each draft before it sends; **Allow** or **Don't ask permission** can continue without a per-action prompt.
+    Gmail send tools follow your effective **Allow**, **Ask**, or **Deny** policy. Use **Ask** to review each draft before it sends; **Allow** or **Allow everything** can continue without a per-action prompt.
   </Accordion>
   <Accordion title="Where is my data stored?">
     In your isolated workspace on encrypted infrastructure. Files, conversations, tasks, and the knowledge graph are private to you.
diff --git a/content/docs/resources/pricing.mdx b/content/docs/resources/pricing.mdx
index 2f4ac92..a878946 100644
--- a/content/docs/resources/pricing.mdx
+++ b/content/docs/resources/pricing.mdx
@@ -7,7 +7,7 @@ description: Compare plan limits, storage, automation, and workspace controls.
 
 Four plans. Free is enough to try Fluso on real work. Plus is for daily use. Pro adds heavier automation and confidential computing. Enterprise is the path for custom deployments, data residency, and server-integrated identity or audit work.
 
-Fluso uses only open-source models across all features, including Agent Studio. Your data never trains shared models. You get roughly 3× the tokens of equivalent closed-source assistants on the same task.
+Fluso uses only open-source models across all features. Your data never trains shared models. You get roughly 3× the tokens of equivalent closed-source assistants on the same task.
 
 ## Plans
 
@@ -75,7 +75,7 @@ Fluso uses only open-source models across all features, including Agent Studio.
 
 A few things hold regardless of plan.
 
-- **Open-source models only.** All Fluso features, including Agent Studio, use open-source models.
+- **Open-source models only.** All Fluso features, use open-source models.
 - **European hosting.** GDPR-aligned by default.
 - **3× more tokens** than equivalent closed-source assistants on a like-for-like task.
 - **Your data is yours.** Nothing trains shared models.
@@ -110,7 +110,7 @@ Obligation detection scans your connected apps for things you have committed to:
     Compared against equivalent closed-source assistants on a like-for-like task. The full methodology lives on the [pricing page](https://fluso.ai/pricing.html).
   </Accordion>
   <Accordion title="What models does Fluso use?">
-    Fluso uses only open-source models across all features, including Agent Studio.
+    Fluso uses only open-source models across all features.
   </Accordion>
   <Accordion title="Where is my data stored?">
     Fluso Cloud stores workspace data in the EU by default. Model inference and connected-App processing have their own provider boundaries. Enterprise customers can scope alternative data residency. Your data is never used to train shared models. See [Legal](/resources/legal) for Fluso's privacy policy.
diff --git a/content/docs/workflows/dev-bug-fix.mdx b/content/docs/workflows/dev-bug-fix.mdx
index 6da3f02..453968c 100644
--- a/content/docs/workflows/dev-bug-fix.mdx
+++ b/content/docs/workflows/dev-bug-fix.mdx
@@ -68,7 +68,7 @@ Always read the diff. Fluso writes good code, but you're still the engineer of r
 Drop a `context.md` in the repo describing your stack, conventions, and do-not-touch zones. Fluso reads and follows. The first PR after you add it will make the value obvious.
 
 <Warning>
-  Keep GitHub write tools on **Ask** to stop on each PR or push and review the diff. **Allow** or **Don't ask permission** can continue without a per-action prompt.
+  Choose **Ask me first** and keep GitHub write tools on **Ask** to review each requested PR or push. Ask to see the diff first. A saved **Allow** rule or **Allow everything** can continue without a per-action prompt.
 </Warning>
 
 ## Related
diff --git a/public/_redirects b/public/_redirects
index a38137d..19db7de 100644
--- a/public/_redirects
+++ b/public/_redirects
@@ -4,3 +4,21 @@
 /resources/security/ /resources/legal 301
 /llms.mdx/docs/resources/privacy/content.md /llms.mdx/docs/resources/legal/content.md 301
 /llms.mdx/docs/resources/security/content.md /llms.mdx/docs/resources/legal/content.md 301
+/developers/evaluations /developers/agent-builder#try-the-first-real-task 301
+/developers/evaluations/ /developers/agent-builder#try-the-first-real-task 301
+/llms.mdx/docs/developers/evaluations/content.md /llms.mdx/docs/developers/agent-builder/content.md 301
+/developers/versions /developers/agent-builder#refine-the-same-agent 301
+/developers/versions/ /developers/agent-builder#refine-the-same-agent 301
+/llms.mdx/docs/developers/versions/content.md /llms.mdx/docs/developers/agent-builder/content.md 301
+/developers/webhooks /developers/schedules 301
+/developers/webhooks/ /developers/schedules 301
+/llms.mdx/docs/developers/webhooks/content.md /llms.mdx/docs/developers/schedules/content.md 301
+/developers/user-preferences /developers/project-context 301
+/developers/user-preferences/ /developers/project-context 301
+/llms.mdx/docs/developers/user-preferences/content.md /llms.mdx/docs/developers/project-context/content.md 301
+/developers/context-isolation-in-threads /developers/project-context 301
+/developers/context-isolation-in-threads/ /developers/project-context 301
+/llms.mdx/docs/developers/context-isolation-in-threads/content.md /llms.mdx/docs/developers/project-context/content.md 301
+/developers/parent-and-child-threads /developers/threads-and-contexts 301
+/developers/parent-and-child-threads/ /developers/threads-and-contexts 301
+/llms.mdx/docs/developers/parent-and-child-threads/content.md /llms.mdx/docs/developers/threads-and-contexts/content.md 301

From e4edb1bfe6f0d49ce65f0af8fe6fcf0eec5da5d9 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Thu, 8 Oct 2026 18:14:15 +0200
Subject: [PATCH 02/18] docs: ground agent guides in real workflows and
 recovery

---
 AGENTS.md                                     |  4 +-
 README.md                                     |  2 +
 app/global.css                                |  5 ++
 content/docs/developers/agent-builder.mdx     | 18 ++++-
 content/docs/developers/agent-description.mdx | 14 +++-
 .../api-ref/agents-and-versions.mdx           | 12 +--
 .../developers/api-ref/authentication.mdx     | 10 +--
 .../developers/api-ref/files-and-projects.mdx |  4 +-
 content/docs/developers/api-ref/runs.mdx      |  4 +-
 content/docs/developers/api-ref/schedules.mdx |  2 +-
 content/docs/developers/api-ref/sharing.mdx   |  6 +-
 .../api-ref/threads-and-messages.mdx          | 14 ++--
 content/docs/developers/architecture.mdx      |  8 +-
 .../developers/examples/custom-skills.mdx     | 77 ++++++++++++++++++
 .../developers/examples/document-filing.mdx   | 64 +++++++++++++++
 content/docs/developers/examples/email.mdx    | 72 +++++++++++++++++
 content/docs/developers/examples/index.mdx    | 32 ++++++++
 content/docs/developers/examples/meta.json    |  6 ++
 .../docs/developers/examples/people-graph.mdx | 72 +++++++++++++++++
 .../export-import-and-share-agents.mdx        | 10 ++-
 content/docs/developers/inbox.mdx             |  2 +-
 content/docs/developers/index.mdx             | 80 +++++++++++++++++++
 content/docs/developers/meta.json             | 14 ++--
 content/docs/developers/project-context.mdx   | 10 +--
 content/docs/developers/schedules.mdx         | 32 ++++++--
 .../docs/developers/threads-and-contexts.mdx  | 21 ++++-
 content/docs/features/projects.mdx            |  8 +-
 content/docs/going-deeper.mdx                 |  8 +-
 content/docs/index.mdx                        |  2 +-
 content/docs/integrations/gmail.mdx           |  2 +-
 30 files changed, 538 insertions(+), 77 deletions(-)
 create mode 100644 content/docs/developers/examples/custom-skills.mdx
 create mode 100644 content/docs/developers/examples/document-filing.mdx
 create mode 100644 content/docs/developers/examples/email.mdx
 create mode 100644 content/docs/developers/examples/index.mdx
 create mode 100644 content/docs/developers/examples/meta.json
 create mode 100644 content/docs/developers/examples/people-graph.mdx
 create mode 100644 content/docs/developers/index.mdx

diff --git a/AGENTS.md b/AGENTS.md
index 8886e9f..aa06945 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -10,7 +10,7 @@
 
 ## Information architecture
 
-The navigation keeps Home first, then sorts the top-level sections and the pages inside each section alphabetically:
+The navigation keeps Home first and sorts the top-level sections alphabetically. Agents follows the user journey. Other sections keep their existing order:
 
 - **Administration** - `/admin-panel`. Browser-admin access, dashboards, governance records, runtime controls, and network policy.
 - **Agents (Beta)** - `/developers/*`. Guides cover creation and refinement, capabilities, the main conversation and delegated sessions, files and context, routines, Inbox, and sharing. Architecture and the beta client API reference live here too, with API pages under `/developers/api-ref/*`.
@@ -70,6 +70,8 @@ The docs follow Wikipedia's "Signs of AI writing" guide. The bans below aren't s
 
 **Have opinions, vary rhythm.** Mix short and long sentences. Don't just describe; the writer's actual take should come through.
 
+Use the [ASD-STE100 writing skill](https://github.com/danyuchn/asd-ste100-skill/blob/master/SKILL.md) for Agents guides. Keep procedures to one action per sentence. Use short sentences, active voice, consistent terms, and explicit conditions. Preserve uncertainty and UI labels. These guidelines do not certify compliance with the official dictionary.
+
 ## Style preferences
 
 - Active voice, second person ("you").
diff --git a/README.md b/README.md
index 76a5a9d..9148f65 100644
--- a/README.md
+++ b/README.md
@@ -36,6 +36,8 @@ Check both sides when updating the guides:
 | Availability and approvals | `backend/aci/common/db/crud/mcp_permission_modes.py`, `backend/aci/server/routes/mcp/permissions.py` | `lib/config.ts`, `features/mcp/lib/permission-mode.ts` |
 | API contracts | `backend/aci/server/routes/`, `backend/aci/common/schemas/` | `features/agents/api/`, `lib/api/`, `app/auth/client/page.tsx` |
 
+The examples use generalized patterns from a read-only review of development conversations, tool results, and saved files. They contain no account transcripts, customer data, or credentials. Custom service examples describe prerequisites rather than built-in capabilities.
+
 Use source behavior over old release notes. Remove retired pages from navigation and add their replacements to `public/_redirects`, including markdown export URLs. Cloudflare Pages serves these redirects; Next's local dev server does not.
 
 ## Deployment
diff --git a/app/global.css b/app/global.css
index dce5ad6..25d980c 100644
--- a/app/global.css
+++ b/app/global.css
@@ -2,6 +2,11 @@
 @import 'fumadocs-ui/css/neutral.css';
 @import 'fumadocs-ui/css/preset.css';
 
+/* Quote marks, when needed, are part of the Markdown text. */
+.prose blockquote {
+  quotes: none;
+}
+
 /* Fluso brand (ported from Mintlify docs.json colors) */
 :root {
   --color-fd-primary: #5b21b6;
diff --git a/content/docs/developers/agent-builder.mdx b/content/docs/developers/agent-builder.mdx
index e93df60..56ea07b 100644
--- a/content/docs/developers/agent-builder.mdx
+++ b/content/docs/developers/agent-builder.mdx
@@ -5,7 +5,7 @@ icon: bot
 description: Describe a recurring job, try it with real input, and improve the same Agent over time.
 ---
 
-An Agent is a saved assistant for a particular job. It keeps its instructions, capabilities, reference files, and one main conversation. Use ordinary [chat](/features/chat) for a one-off request; use an Agent when you want to return to the same responsibility.
+An Agent is a saved assistant for a particular job. It keeps its instructions, capabilities, reference files, and one main conversation. Use ordinary [chat](/features/chat) for a one-off request. Use an Agent when you want to return to the same responsibility.
 
 <Note>
   These guides describe the current development build. Agents is available in Fluso Dev and in builds where it has been enabled. If **Agents** is missing from your sidebar, your build has not enabled it.
@@ -48,7 +48,7 @@ Give the Agent the input it needs, not another request to create itself.
 
 Read the answer and open any delivered files. Check sources, missing information, and the requested output. Try a follow-up that changes an assumption, then a case with incomplete evidence.
 
-For work that could send a message or change another app, ask for a draft and review it first. Choose **Ask me first** when you want tool approval; see [Approvals and permissions](/features/approvals).
+For work that could send a message or change another app, ask for a draft and review it first. Choose **Ask me first** when you want tool approval. See [Approvals and permissions](/features/approvals).
 
 ## Refine the same Agent
 
@@ -64,10 +64,20 @@ If you queue a message with changed setup while an older turn runs, it shows **S
 
 To undo a change, tell the Manager exactly what to restore or edit the saved fields. There is no version-history or rollback screen in the current UI.
 
+<Accordion title="Make a chat correction permanent">
+  A successful follow-up can reveal a rule worth saving. For example, you might refine reply recipients or a document filing rule over several turns.
+
+  > *"Review the corrections in our main conversation. Save the agreed workflow in this Agent. Keep temporary exceptions out of its standing instructions."*
+
+  Review the saved changes. Check existing routines for old instructions that conflict with the new workflow.
+  Use a custom skill for a reusable method that needs longer references or scripts.
+  See [Custom skills and services](/developers/examples/custom-skills).
+</Accordion>
+
 ## Keep or remove it
 
-Star an Agent to find it quickly. **Change appearance** changes its avatar without changing its instructions. **Duplicate** copies its setup and knowledge files; conversations and routines start fresh.
+Star an Agent to find it quickly. **Change appearance** changes its avatar without changing its instructions. **Duplicate** copies its setup and knowledge files. Conversations and routines start fresh.
 
-**Delete** permanently removes the Agent, its conversations, routines, and public share link. Copies other people already imported remain independent. Project files are separate; deleting an Agent is not a project cleanup.
+**Delete** permanently removes the Agent, its conversations, routines, and public share link. Copies other people already imported remain independent. Project files are separate. Deleting an Agent is not a project cleanup.
 
 Next: [Setup and capabilities](/developers/agent-description), [Conversations and sessions](/developers/threads-and-contexts), or [Routines](/developers/schedules).
diff --git a/content/docs/developers/agent-description.mdx b/content/docs/developers/agent-description.mdx
index 30c65e0..0e32ee7 100644
--- a/content/docs/developers/agent-description.mdx
+++ b/content/docs/developers/agent-description.mdx
@@ -5,13 +5,13 @@ icon: sliders-horizontal
 description: Set instructions, skills, app access, reference files, and response defaults for an Agent.
 ---
 
-Open an Agent's setup from the **Edit agent** pencil in its chat. **Manager** lets you refine it in conversation; **Edit** opens the form. Both change the same saved setup.
+Open an Agent's setup from the **Edit agent** pencil in its chat. **Manager** lets you refine it in conversation. **Edit** opens the form. Both change the same saved setup.
 
 ## Write instructions that describe the job
 
 The first line is the short purpose shown in Agent lists. There are no separate description or goal fields.
 
-Include the outcome, useful inputs, how to handle uncertainty, and any boundary that matters for the job. Markdown headings and lists render in the setup page; expand **Instructions** to read the full text.
+Include the outcome, useful inputs, how to handle uncertainty, and any boundary that matters for the job. Markdown headings and lists render in the setup page. Expand **Instructions** to read the full text.
 
 > *"Review release readiness using the supplied notes, test results, and issue links. Separate confirmed blockers from missing evidence. Give a recommendation with sources and owners. Ask me to resolve conflicting priorities. Prepare communications as drafts for my review."*
 
@@ -19,7 +19,7 @@ Include the outcome, useful inputs, how to handle uncertainty, and any boundary
 | --- | --- |
 | Name | The label in the sidebar and chat |
 | Purpose and instructions | Standing behavior and the expected result |
-| Conversation starters | Up to three suggested first messages; they do not run automatically |
+| Conversation starters | Up to three suggested first messages. They do not run automatically |
 | Knowledge files | Saved reference copies for this Agent |
 | Skills | Guides and tools the Agent can use |
 | Connectors | Which connected apps or MCP servers the Agent may use |
@@ -50,7 +50,13 @@ Connections are managed under **Plugins → MCP**. The Agent editor calls its se
 
 Adding a connection to an Agent defaults it to **Allowed**, including when the Manager creates the Agent. Existing read-only restrictions stay until you change them. An empty selection does not grant every connection.
 
-Three separate things must be in place: the app must be selected for the Agent, your account must be connected, and the requested tool action must pass the chat's approval and organization policies. **Allowed** does not mean connected, and it does not bypass those policies.
+Three separate conditions control app use:
+
+1. The Agent's capabilities include the connection.
+2. Your account has access to the app.
+3. The requested action passes the chat's approval rules and organization policies.
+
+**Allowed** does not mean connected, and it does not bypass those policies.
 
 To prepare an email or another external action for review, ask for a draft and use **Ask me first**. If a tool is unavailable, check [Apps & MCP](/features/mcp) and [Approvals and permissions](/features/approvals) before rewriting the Agent.
 
diff --git a/content/docs/developers/api-ref/agents-and-versions.mdx b/content/docs/developers/api-ref/agents-and-versions.mdx
index be2d0bd..7c9fa23 100644
--- a/content/docs/developers/api-ref/agents-and-versions.mdx
+++ b/content/docs/developers/api-ref/agents-and-versions.mdx
@@ -5,7 +5,7 @@ icon: bot
 description: Create an Agent, update its current setup safely, and attach reference files.
 ---
 
-These are authenticated beta client routes. Agent fields use camelCase and configurations use `schemaVersion: 2`. The current model has instructions, skills, app policies, and knowledge files; it has no separate description, goal, or thread-management mode.
+These are authenticated beta client routes. Agent fields use camelCase and configurations use `schemaVersion: 2`. The current model has instructions, skills, app policies, and knowledge files. It has no separate description, goal, or thread-management mode.
 
 For the user workflow, see [Create and refine](/developers/agent-builder).
 
@@ -13,7 +13,7 @@ For the user workflow, see [Create and refine](/developers/agent-builder).
 
 <Endpoint method="POST" path="/v1/agents" />
 
-Creating a definition does not create or run a conversation. The project must already exist; `Home` is the default.
+Creating a definition does not create or run a conversation. The project must already exist. `Home` is the default.
 
 ```bash
 curl "$FLUSO_API/v1/agents" \
@@ -34,7 +34,7 @@ The `201` response contains `agentId`, `currentConfigId`, and `config`. Save the
 
 | Method and path | Result |
 | --- | --- |
-| `GET /v1/agents?page=1&limit=50&q=release` | Agent summaries and pagination; `purpose` is derived from instructions |
+| `GET /v1/agents?page=1&limit=50&q=release` | Agent summaries and pagination. `purpose` is derived from instructions |
 | `GET /v1/agents?all=true` | The complete bounded library in one response |
 | `GET /v1/agents/{agentId}` | Current Agent record and configuration |
 | `GET /v1/agents/{agentId}/chats` | Main conversation, delegated sessions, and Manager, including role and earlier-setup markers |
@@ -52,7 +52,7 @@ Read the Agent first. Send its `currentConfigId` as `baseConfigId`, with only th
 }
 ```
 
-A stale revision returns `409 STALE_AGENT_CONFIG`. Read again and reapply the intended change; do not blindly resend all fields from an old form.
+A stale revision returns `409 STALE_AGENT_CONFIG`. Read again and reapply the intended change. Do not blindly resend all fields from an old form.
 
 Omitted fields stay unchanged. Submitted lists and connector maps replace the whole field.
 
@@ -74,7 +74,7 @@ Configurations are stored internally, but there is no current public version-lis
 
 Upload one multipart `file`, or use `POST /v1/agents/{agentId}/knowledge-files/from-workspace` with `{"path": "/projects/Home/files/rubric.md"}`.
 
-The response is a knowledge reference with `fileId`, `name`, `fileName`, and `bytes`. Attaching stores a copy; it does not add that reference to the active setup. PATCH `knowledgeFiles` with the full desired list and the latest `baseConfigId` to save it. Preserve entries you still want.
+The response is a knowledge reference with `fileId`, `name`, `fileName`, and `bytes`. Attaching stores a copy. It does not add that reference to the active setup. PATCH `knowledgeFiles` with the full desired list and the latest `baseConfigId` to save it. Preserve entries you still want.
 
 Limits: 25 knowledge entries, 20 MiB per file, 4,000 instruction characters, three starters of 200 characters each, and 100 Agents per user. Workspace storage limits also apply.
 
@@ -82,7 +82,7 @@ Limits: 25 knowledge entries, 20 MiB per file, 4,000 instruction characters, thr
 
 | Method and path | Behavior |
 | --- | --- |
-| `POST /v1/agents/{agentId}/duplicate` with `{}` | Independent setup and knowledge copy; no conversations or routines |
+| `POST /v1/agents/{agentId}/duplicate` with `{}` | Independent setup and knowledge copy. No conversations or routines |
 | `POST /v1/agents/{agentId}/star` with `{"starred": true}` | Set the library star |
 | `DELETE /v1/agents/{agentId}` | Delete the Agent and its conversations, remove schedules, and revoke its public link |
 
diff --git a/content/docs/developers/api-ref/authentication.mdx b/content/docs/developers/api-ref/authentication.mdx
index f3ae4dc..ce2a193 100644
--- a/content/docs/developers/api-ref/authentication.mdx
+++ b/content/docs/developers/api-ref/authentication.mdx
@@ -7,7 +7,7 @@ description: Understand bearer authentication and the limits of the current beta
 
 This reference documents the routes used by Fluso clients on the current development branch. It is not a promise that every feature is enabled in every deployed build. These beta contracts may change.
 
-Use the API host and authenticated session for the same environment. Production uses `https://api.fluso.ai`; development clients must use their development API and identity environment.
+Use the API host and authenticated session for the same environment. Production uses `https://api.fluso.ai`. Development clients must use their development API and identity environment.
 
 ```bash
 export FLUSO_API='https://<your-environment-api-host>'
@@ -17,7 +17,7 @@ curl "$FLUSO_API/v1/auth/me" \
   -H "Authorization: Bearer $FLUSO_TOKEN"
 ```
 
-Keep tokens out of logs and source control. A token acts for its authenticated user; supplying another user's IDs does not grant access. An `X-API-Key` header alone is not a replacement for the bearer session on these workspace proxy routes.
+Keep tokens out of logs and source control. A token acts for its authenticated user. Supplying another user's IDs does not grant access. An `X-API-Key` header alone is not a replacement for the bearer session on these workspace proxy routes.
 
 ## Read the authenticated identity
 
@@ -51,11 +51,11 @@ A supported client exchanges a short-lived, single-use code for an access token
 | Response | Meaning |
 | --- | --- |
 | `401` | Missing, invalid, or expired authentication |
-| `403` | The authenticated user is not allowed to perform the operation |
+| `403` | The authenticated user is not allowed to complete the request |
 | `404` | The requested resource is unavailable to this user |
 | `409` | A state conflict requires inspection, such as a stale Agent revision |
-| `429` | A rate or usage limit was reached; respect retry guidance |
-| `502` / `503` | A service or runtime is unavailable; an interrupted write may still need verification |
+| `429` | A rate or usage limit was reached. Respect retry guidance |
+| `502` / `503` | A service or runtime is unavailable. An interrupted write may still need verification |
 
 Do not treat a network failure as proof that a write did not happen. Use operation-specific IDs and reread state before repeating work.
 
diff --git a/content/docs/developers/api-ref/files-and-projects.mdx b/content/docs/developers/api-ref/files-and-projects.mdx
index e9c774a..514ecb2 100644
--- a/content/docs/developers/api-ref/files-and-projects.mdx
+++ b/content/docs/developers/api-ref/files-and-projects.mdx
@@ -175,9 +175,9 @@ The current client uploads to temporary object storage, then confirms an import
 }
 ```
 
-Use the actual byte count. `expected_revision: "missing"` requires that no file exists at the destination when the import commits. To edit an existing file, supply its current revision hash; omitting the field allows ordinary replacement in import order.
+Use the actual byte count. `expected_revision: "missing"` requires that no file exists at the destination when the import commits. To edit an existing file, supply its current revision hash. Omitting the field allows ordinary replacement in import order.
 
-Confirmation queues the import; it does not mean the file is already saved. Tracking rows remain for in-progress uploads, failures, and undismissed history warnings. Successful imports without warnings leave that tracking list.
+Confirmation queues the import. It does not mean the file is already saved. Tracking rows remain for in-progress uploads, failures, and undismissed history warnings. Successful imports without warnings leave that tracking list.
 
 If the destination changed, reread it before saving again. If prior file history cannot be preserved, inspect the reported failure or warning rather than treating the operation as a normal versioned save. Agent knowledge uses its [separate attach-and-save flow](/developers/api-ref/agents-and-versions#attach-knowledge).
 
diff --git a/content/docs/developers/api-ref/runs.mdx b/content/docs/developers/api-ref/runs.mdx
index 5f64fb6..5834e2b 100644
--- a/content/docs/developers/api-ref/runs.mdx
+++ b/content/docs/developers/api-ref/runs.mdx
@@ -45,7 +45,7 @@ curl "$FLUSO_API/v1/agent-runs?threadId=thread_agent_release&limit=20" \
 }
 ```
 
-Use `attention=true` for owned approvals and current failures, with approval requests first. It also adds `schedule_failures` for routine delivery problems that did not produce a run. `agentId`, `threadId`, `status`, repeated `requestId`, and `limit` can filter the result. Add `includeRoutineResults=true` to include completed top-level routine runs; delegated completions remain in their conversations.
+Use `attention=true` for owned approvals and current failures, with approval requests first. It also adds `schedule_failures` for routine delivery problems that did not produce a run. `agentId`, `threadId`, `status`, repeated `requestId`, and `limit` can filter the result. Add `includeRoutineResults=true` to include completed top-level routine runs. Delegated completions remain in their conversations.
 
 The feed is filtered before limiting. It is a recent status view, not a complete audit archive. A failed request superseded by newer work is omitted from attention.
 
@@ -104,7 +104,7 @@ curl "$FLUSO_API/v1/agent-runs/req_review_01/stop" \
 }
 ```
 
-The status can also be `already_terminal` when the run settled before cancellation reached it. Stopping does not undo completed tool actions or pause future routine occurrences; manage the routine separately.
+The status can also be `already_terminal` when the run settled before cancellation reached it. Stopping does not undo completed tool actions or pause future routine occurrences. Manage the routine separately.
 
 ## Read a durable settlement status
 
diff --git a/content/docs/developers/api-ref/schedules.mdx b/content/docs/developers/api-ref/schedules.mdx
index 706e9e2..30c4738 100644
--- a/content/docs/developers/api-ref/schedules.mdx
+++ b/content/docs/developers/api-ref/schedules.mdx
@@ -138,7 +138,7 @@ HTTP/1.1 204 No Content
 
 Each occurrence has a stable request ID and enters the target as `followUp`. Acceptance means queued or admitted, not completed. Another occurrence of the same recurring schedule waits while the prior request is queued, running, or held for approval.
 
-Temporary delivery failures retry with delays; 24 failed delivery attempts pause the schedule. Refused requests and invariant conflicts can pause it immediately. Usage limits defer delivery. Editing or pausing a schedule does not cancel a request already admitted.
+Temporary delivery failures retry with delays. 24 failed delivery attempts pause the schedule. Refused requests and invariant conflicts can pause it immediately. Usage limits defer delivery. Editing or pausing a schedule does not cancel a request already admitted.
 
 One-time schedules retire when accepted, even if the later Agent run fails. Deleting the target thread or Agent removes its schedules. See [Routines](/developers/schedules) for the user workflow and timezone controls.
 
diff --git a/content/docs/developers/api-ref/sharing.mdx b/content/docs/developers/api-ref/sharing.mdx
index 043220a..2a46ff7 100644
--- a/content/docs/developers/api-ref/sharing.mdx
+++ b/content/docs/developers/api-ref/sharing.mdx
@@ -5,7 +5,7 @@ icon: share-2
 description: Publish a revocable Agent snapshot and import an independent copy.
 ---
 
-Sharing stores a public snapshot. It does not expose a live view of the owner's workspace. Owner routes require [authentication](/developers/api-ref/authentication); a public snapshot read does not.
+Sharing stores a public snapshot. It does not expose a live view of the owner's workspace. Owner routes require [authentication](/developers/api-ref/authentication). A public snapshot read does not.
 
 ## Publish and revoke
 
@@ -27,7 +27,7 @@ Publishing and refreshing accept a selection:
 }
 ```
 
-Use IDs from share options for skills, knowledge names for `knowledgeFiles`, and server IDs for `connectors`. Instructions and portable settings are included even with empty selections. Selected skill folders and knowledge contents share a 20 MiB bundle limit.
+Use IDs from share options for skills, knowledge names for `knowledgeFiles`, and server IDs for `connectors`. Instructions and portable settings are included even with empty selections. Selected skill folders and knowledge contents share limits of 20 MiB and 512 regular files. Symbolic links are rejected. Custom connection URLs with query parameters are excluded from share options.
 
 Review all selected contents and connection URLs before publishing. Stored authentication, conversations, routines, and project files are not bundled. See [Sharing and copies](/developers/export-import-and-share-agents) for the recipient experience.
 
@@ -50,6 +50,6 @@ Review all selected contents and connection URLs before publishing. Stored authe
 
 Reuse `creationId` to recover an uncertain import without creating another copy. A changed snapshot returns a conflict rather than silently importing something different from the preview.
 
-The recipient gets independent setup and selected resource copies. Imported custom skills receive distinct names. App credentials are never inherited; connection setup may remain unfinished.
+The recipient gets independent setup and selected resource copies. Imported custom skills receive distinct names. App credentials are never inherited. Connection setup may remain unfinished.
 
 A revoked link becomes unavailable. Unsupported older snapshots may require republication by their owner. Revocation does not delete copies already imported.
diff --git a/content/docs/developers/api-ref/threads-and-messages.mdx b/content/docs/developers/api-ref/threads-and-messages.mdx
index e1936cb..25d0f6a 100644
--- a/content/docs/developers/api-ref/threads-and-messages.mdx
+++ b/content/docs/developers/api-ref/threads-and-messages.mdx
@@ -5,7 +5,7 @@ icon: messages-square
 description: Open an Agent's main conversation, send a turn, and read durable history.
 ---
 
-A thread is a conversation stored in a project. Agent-owned conversations have a saved Agent binding; an ordinary chat cannot be converted by adding an Agent ID to a later message.
+A thread is a conversation stored in a project. Agent-owned conversations have a saved Agent binding. An ordinary chat cannot be converted by adding an Agent ID to a later message.
 
 Each Agent has one main conversation and a separate Manager. Delegated sessions are created by the Agent's session tools. Do not create a new top-level thread for every message.
 
@@ -45,29 +45,29 @@ curl -N "$FLUSO_API/v1/chat" \
   }'
 ```
 
-The response uses the AI SDK UI message stream over SSE. A request can be queued, running, or held for approval before it settles. Stream acceptance is not completion; use [Runs](/developers/api-ref/runs) and persisted history to recover after a disconnect.
+The response uses the AI SDK UI message stream over SSE. A request can be queued, running, or held for approval before it settles. Stream acceptance is not completion. Use [Runs](/developers/api-ref/runs) and persisted history to recover after a disconnect.
 
 Use the same `requestId` when checking or retrying an ambiguous submission, with the same request content. Use a new ID for a genuinely new turn.
 
-`followUp` queues a separate turn if work is active. `steer` brings new input into the active turn where compatible, or starts it when idle. Input with a different saved Agent configuration must wait for its own turn; do not assume every queued message can be steered.
+`followUp` queues a separate turn if work is active. `steer` brings new input into the active turn where compatible, or starts it when idle. Input with a different saved Agent configuration must wait for its own turn. Do not assume every queued message can be steered.
 
 ## Read and organize conversations
 
 | Method and path | Behavior |
 | --- | --- |
-| `GET /v1/threads?page=1&limit=20` | General chat list; excludes Agent-owned conversations |
+| `GET /v1/threads?page=1&limit=20` | General chat list. Excludes Agent-owned conversations |
 | `GET /v1/agents/{agentId}/chats` | Agent conversations, including `isOrchestrator`, `createdByThreadId`, `previousConfig`, `forked`, and `role` |
 | `GET /v1/threads/{threadId}?project_id=Home` | Thread metadata |
 | `GET /v1/threads/{threadId}/messages?project_id=Home` | Persisted messages and tool-status projections |
 | `PATCH /v1/threads/{threadId}?project_id=Home` | Title, supported metadata, pin, archive state, or labels |
 | `DELETE /v1/threads/{threadId}?project_id=Home` | Delete an eligible thread and its schedules |
 
-Thread and message responses use snake_case. Message `content` and `metadata` can contain serialized JSON; parse them before reading their fields.
+Thread and message responses use snake_case. Message `content` and `metadata` can contain serialized JSON. Parse them before reading their fields.
 
 ## Read message history
 
-Use the messages endpoint above when reconnecting or keeping a copy of a conversation. Routine metadata identifies its scheduled origin; collapsing it in the UI does not remove its full instructions from history.
+Use the messages endpoint above when reconnecting or keeping a copy of a conversation. Routine metadata identifies its scheduled origin. Collapsing it in the UI does not remove its full instructions from history.
 
-Agent and role bindings are fixed at creation. The main conversation uses the current Agent setup on a later turn; delegated sessions keep their creation setup. The main conversation cannot be archived or deleted independently of the Agent.
+Agent and role bindings are fixed at creation. The main conversation uses the current Agent setup on a later turn. Delegated sessions keep their creation setup. The main conversation cannot be archived or deleted independently of the Agent.
 
 For user-facing behavior, see [Conversations and sessions](/developers/threads-and-contexts).
diff --git a/content/docs/developers/architecture.mdx b/content/docs/developers/architecture.mdx
index 7e556b0..56f35ac 100644
--- a/content/docs/developers/architecture.mdx
+++ b/content/docs/developers/architecture.mdx
@@ -17,7 +17,7 @@ Fluso separates the client, platform records, runtime compute, and durable user
 4. Tools read or change workspace files and call connected apps through MCP, subject to access and approval rules.
 5. Progress streams to the client. History and request state let it recover after a connection drops.
 
-A main Agent conversation and its Manager have separate histories. The Manager edits one Agent's setup; the main conversation performs its work and coordinates delegated sessions.
+A main Agent conversation and its Manager have separate histories. The Manager edits one Agent's setup. The main conversation performs its work and coordinates delegated sessions.
 
 ## What is stored where
 
@@ -26,15 +26,15 @@ A main Agent conversation and its Manager have separate histories. The Manager e
 | Platform database | User and access records, app connections, routine schedules, public share records |
 | User storage | Agent definitions, knowledge files, projects, skills, conversations, request ledgers, and queues |
 | Project working memory | Bounded summaries and evidence-backed observations within that project |
-| External apps | Their own data and actions; selected results may be copied into Fluso by the requested work |
+| External apps | Their own data and actions. Selected results may be copied into Fluso by the requested work |
 
 Runtime compute can be suspended or replaced without deliberately deleting those stored records. Current deployment paths include local Docker, AWS ECS, and MicroVM runtimes with ZeroFS storage. Availability depends on the deployment.
 
 ## Configuration and context are different
 
-A saved Agent edit creates a new configuration. The main conversation uses it on its next turn; active turns and existing delegated sessions keep the setup they accepted. Skill files and project files remain live shared resources.
+A saved Agent edit creates a new configuration. The main conversation uses it on its next turn. Active turns and existing delegated sessions keep the setup they accepted. Skill files and project files remain live shared resources.
 
-Separate conversations do not imply separate private filesystems. Agents within one user's workspace can use its shared files. Project context and knowledge selection guide the model; they are not a filesystem security boundary.
+Separate conversations do not imply separate private filesystems. Agents within one user's workspace can use its shared files. Project context and knowledge selection guide the model. They are not a filesystem security boundary.
 
 ## Routine and result delivery
 
diff --git a/content/docs/developers/examples/custom-skills.mdx b/content/docs/developers/examples/custom-skills.mdx
new file mode 100644
index 0000000..642a1a6
--- /dev/null
+++ b/content/docs/developers/examples/custom-skills.mdx
@@ -0,0 +1,77 @@
+---
+title: Teach a custom workflow
+sidebarTitle: Custom skills and services
+icon: blocks
+description: Give an Agent reusable instructions for a connected wiki or a service that needs its own setup.
+---
+
+A custom skill saves a method the Agent can reuse.
+It can contain instructions, references, and scripts. It does not connect an account or grant access by itself.
+
+## Start from the connected tools
+
+Suppose your company wiki uses a custom Confluence MCP connection.
+Add the connection under **Plugins → MCP**, then select it for the Agent.
+
+Ask the Manager to inspect the available tools and define the job:
+
+> *"Create a wiki assistant for this connection. Check the spaces it can access. Help people find pages and prepare updates with source links."*
+
+Keep the instructions clear about writes:
+
+> *"Make the exact edits I request. Show proposed changes before unrelated edits. Ask before deleting pages or changing access."*
+
+The available operations depend on that MCP server and your account permissions.
+A tool listed in a catalog does not prove that every target is accessible.
+
+## Save a reusable method
+
+> *"Create a skill for this wiki connection. Explain how to find the correct page, read its current content, and check an update. Use the actual tool schemas."*
+
+The skill should describe how to preserve content that the task does not replace.
+For a wiki home page, this can include navigation, attachments, and existing search or activity widgets.
+
+The Manager can create skills while refining an Agent. Agents with the needed workspace access can also create them during work.
+Check that the Agent's skill selection includes the new skill.
+
+<Accordion title="Keep a skill's scope clear">
+  Skills are workspace files. Other chats and Agents can use the same skill when their selection permits it.
+  Create a separate skill when a change should apply only to one workflow.
+
+  Keep credentials out of skill text and examples. Use the connection's authentication flow or the service's supported credential setup.
+  A skill can describe a tool that the Agent still lacks permission to call.
+</Accordion>
+
+## Apply the method to a real page
+
+> *"Update this team's home page for new colleagues. Explain where their documents belong. Preserve the existing activity widgets. Give me the updated page link."*
+
+Check the page after the update. Expand to other spaces only after you approve the structure.
+Give each space its own purpose and examples rather than copying an identical introduction everywhere.
+
+The Agent can package a custom skill for others to use. Review its full contents before you [share the Agent](/developers/export-import-and-share-agents).
+
+## Extend an Agent with another service
+
+The same approach can support a service outside your current connections.
+For example, an outbound calling workflow needs a calling provider, account access, and a usable integration.
+Phone calling is not a built-in promise of every Agent.
+
+<Accordion title="Example: a pre-meeting phone briefing">
+  First verify the calling setup with a number and purpose you authorize.
+  Check whether the call connected, reached voicemail, or failed. A provider accepting a request does not prove a person heard it.
+
+  With that setup in place, ask for a bounded workflow:
+
+  > *"Each morning, review today's calendar. Prepare briefs for confirmed meetings. Call my verified number ten minutes before each meeting. Retry an unanswered call once."*
+
+  Specify the timezone and the information the caller may disclose.
+  Recheck the event before each call. Cancel or change its planned briefing when the meeting moves.
+
+  This can combine a daily routine with one-time routines. It is not a live calendar subscription.
+  Busy conversations, approvals, and service failures can delay execution.
+
+  Review pending routines when your plans change. Keep a written brief available if the call does not reach you.
+</Accordion>
+
+See [Skills](/features/skills) for skill files and [Routines](/developers/schedules) for schedule controls.
diff --git a/content/docs/developers/examples/document-filing.mdx b/content/docs/developers/examples/document-filing.mdx
new file mode 100644
index 0000000..362c0ff
--- /dev/null
+++ b/content/docs/developers/examples/document-filing.mdx
@@ -0,0 +1,64 @@
+---
+title: File customer documents
+sidebarTitle: Document filing
+icon: folders
+description: Organize sent attachments, track completed work, and keep ambiguous documents visible without stopping the whole job.
+---
+
+An Agent can copy proposals and project documents from sent email into customer folders in Google Drive.
+Use a named destination and a record of completed work so repeat runs can avoid duplicate files.
+
+## Define the responsibility
+
+Connect Google Workspace. Select it in the Agent's capabilities with **Allowed** access.
+The Agent needs mailbox reads and Drive writes. **Read only** would block the Drive writes too.
+
+> *"Copy project documents from my sent email into Customer Documents in Drive. Keep the original filenames. Never change email. Do not touch other Drive folders."*
+
+Add a rule for uncertain documents:
+
+> *"Use recipient and document evidence to identify the customer. Put ambiguous documents in Needs Review. Record blocked items. Continue with the rest."*
+
+Choose [approval settings](/features/approvals) for the permitted writes. Instructions describe the workflow, while connection and tool policies control access.
+
+## Test a small filing run
+
+> *"Process last week's sent mail first. Skip signature images and internal-only messages. Report the destination of every copied document."*
+
+Open a few destination files. Check that they contain the expected document and belong to the correct customer.
+Check the items set aside for review as well.
+
+Ask the Agent to maintain a manifest, a file that records each document's source, destination, and status.
+Record each attachment separately because one email can contain several documents.
+
+<Accordion title="Handle duplicates and filename conflicts">
+  Distinguish an attachment already copied from a different attachment with the same filename.
+
+  > *"Skip attachments already recorded as filed. If a different document has the same name, keep both with a clear date or version."*
+
+  Preserve source message and attachment identifiers in the manifest.
+  A later retry should check the destination before it repeats a write with an uncertain result.
+</Accordion>
+
+## Resolve exceptions without restarting
+
+Answer an ambiguity in the main conversation:
+
+> *"The two documents in Needs Review belong to Customer North. File them there and update their manifest entries."*
+
+A blocked download is different from an unknown customer. Record both reasons if both apply.
+For an attachment the connection cannot retrieve, upload it yourself or provide another accessible copy.
+
+Do not treat a completed run as proof that every item succeeded. Check the counts for filed, unresolved, and failed items.
+
+## Schedule the repeat run
+
+After the first run works, request the timing in the main conversation:
+
+> *"Run daily at 3 AM America/Chicago. Process new sent attachments since the last completed scan. Recheck unresolved items only when there is a useful next step."*
+
+Record the completed scan range separately from the newest document filed. A scan with no new documents still covers a period.
+Keep unresolved items visible when the date range advances.
+
+Review the routine in **Routines**. A day with no new files is a valid result.
+Use [Inbox](/developers/inbox) to find failures and approval requests.
diff --git a/content/docs/developers/examples/email.mdx b/content/docs/developers/examples/email.mdx
new file mode 100644
index 0000000..4948a77
--- /dev/null
+++ b/content/docs/developers/examples/email.mdx
@@ -0,0 +1,72 @@
+---
+title: Email triage and hiring
+sidebarTitle: Email and hiring
+icon: mail
+description: Move from a useful inbox review to saved draft rules and a bounded reply-check routine.
+---
+
+An email Agent can separate messages that need your decision from messages that need no reply.
+Connect [Google Workspace](/integrations/gmail), then select that connection in the Agent's capabilities.
+
+## Start with a review
+
+Create an Agent with this responsibility:
+
+> *"Find mail that needs my attention. Read the latest thread before you recommend a reply. Keep the list short. Do not change my mailbox."*
+
+Give its main conversation a bounded first task:
+
+> *"Review the last 24 hours. Show each unresolved request, its source, and the smallest next step. Draft replies here."*
+
+Check whether a later reply already resolved each request. Check recipients, deadlines, and factual claims in the drafts.
+An empty attention list can be the correct result.
+
+## Refine the draft workflow
+
+When the replies are useful, you can ask for drafts inside Gmail:
+
+> *"Save these as replies in their original Gmail threads. Keep the reply-all recipients. Label them 'Review draft'. Do not send them."*
+
+Creating drafts and changing labels are writes. The connection needs **Allowed** access for those actions.
+Review [tool approvals](/features/approvals) before you expand access.
+
+For a repeated behavior, open **Edit agent → Manager**:
+
+> *"Save the draft workflow we agreed in the main conversation. Preserve the no-send rule. Never invent a commitment or work status."*
+
+The Manager can inspect the conversation and update the saved setup. Review the resulting instructions.
+The main conversation uses them on its next turn.
+
+<Accordion title="A useful correction is specific">
+  "Be more accurate" gives little direction. Point to the mistake and the rule it should change.
+
+  > *"The draft promised a delivery date I never approved. Remove that promise. Ask me when a reply needs an unconfirmed date."*
+
+  Ask the Manager to preserve this rule if it should apply to future drafts.
+  A one-time instruction to send a reviewed message should not silently become permission to send every future reply.
+</Accordion>
+
+## Repeat the review
+
+After one successful review, request a routine in the main conversation:
+
+> *"Every weekday at 9 AM Europe/Zurich, review mail since the last completed check. Avoid duplicate drafts. Report only new decisions and unresolved important requests."*
+
+Check its saved timing in **Routines**. Review the routine's message when you change the workflow.
+Saving new Agent instructions does not rewrite an existing routine's message.
+
+## Adapt it for hiring
+
+A Hiring Agent can use the same draft workflow with a narrower responsibility.
+Give it the role, candidate, interview duration, permitted dates, and calendars it may check.
+
+> *"Ask this candidate for interview slots next Monday. Prepare a draft. After I send it, check for a reply every 30 minutes until Friday."*
+
+Then define what should happen when a reply arrives:
+
+> *"Check both interviewers' calendars. Draft a confirmation for a free slot. Flag any missing calendar access. Stop checking after the draft or deadline."*
+
+A reply-check routine is a timed check, not an email webhook. A free calendar slot does not create a calendar event.
+Confirm who will send the reply and create the invitation.
+
+For other stopping conditions and approval waits, see [Routines](/developers/schedules) and [Inbox](/developers/inbox).
diff --git a/content/docs/developers/examples/index.mdx b/content/docs/developers/examples/index.mdx
new file mode 100644
index 0000000..4caac4d
--- /dev/null
+++ b/content/docs/developers/examples/index.mdx
@@ -0,0 +1,32 @@
+---
+title: Choose a useful job
+sidebarTitle: Choose a job
+icon: lightbulb
+description: Follow practical examples from a first request to refinement, repeat work, and recovery.
+---
+
+Start with the result you need. Give the Agent a small first task before you expand its responsibility or schedule repeat work.
+
+These examples show workflows you can adapt. They are not additional built-in templates.
+The available tools depend on your connected apps, permissions, and installed skills.
+
+<CardGroup cols={2}>
+  <Card title="Email and hiring" icon="mail" href="/developers/examples/email">
+    Prepare useful drafts, refine reply rules, and check for a candidate's response.
+  </Card>
+  <Card title="A living people graph" icon="network" href="/developers/examples/people-graph">
+    Build a searchable contact map, improve its data, and resume a large review.
+  </Card>
+  <Card title="Customer document filing" icon="folders" href="/developers/examples/document-filing">
+    File sent attachments into customer folders and track unresolved items.
+  </Card>
+  <Card title="Custom skills and services" icon="blocks" href="/developers/examples/custom-skills">
+    Teach an Agent your wiki workflow or connect a service for a new kind of work.
+  </Card>
+</CardGroup>
+
+Each guide separates the first task, a useful correction, and a repeat workflow.
+The checks describe what to inspect in the result. A prompt alone does not guarantee that the Agent completed the work correctly.
+
+For another job, define four things: the input, the result, the allowed actions, and when the work should stop.
+Use [Create and refine](/developers/agent-builder) to save that setup.
diff --git a/content/docs/developers/examples/meta.json b/content/docs/developers/examples/meta.json
new file mode 100644
index 0000000..7696b83
--- /dev/null
+++ b/content/docs/developers/examples/meta.json
@@ -0,0 +1,6 @@
+{
+  "title": "Examples",
+  "icon": "lightbulb",
+  "defaultOpen": false,
+  "pages": ["index", "email", "people-graph", "document-filing", "custom-skills"]
+}
diff --git a/content/docs/developers/examples/people-graph.mdx b/content/docs/developers/examples/people-graph.mdx
new file mode 100644
index 0000000..9889f8d
--- /dev/null
+++ b/content/docs/developers/examples/people-graph.mdx
@@ -0,0 +1,72 @@
+---
+title: Build a living people graph
+sidebarTitle: People graph
+icon: network
+description: Turn email evidence into a contact map, then improve and refresh it without losing earlier work.
+---
+
+Use an Agent when a research result should grow over several conversations.
+A people graph combines a working dataset with an HTML view you can search and filter.
+
+This graph is a project deliverable. It is separate from Fluso's built-in [memory](/features/memory).
+
+## Define the first version
+
+Choose a project before the main conversation starts. Give the Agent access to Google Workspace and the skills needed for its output.
+Select **Read only** for Google Workspace if the job needs no mailbox changes.
+
+> *"Build a contact map from my email. Keep one record per email address. Group people by organization. Record sources and leave unknown facts empty."*
+
+Start with a useful slice:
+
+> *"Use the last month first. Save the data and deliver a searchable HTML view. State the actual coverage and the unfinished work."*
+
+Keep changing data in a project file. For example, `files/people.json` can hold the records and `files/people.html` can show them.
+The Agent should preserve earlier records when it adds new evidence.
+
+## Check the data and the view
+
+Open the delivered HTML file. Search for a known person and select both a large and a small organization.
+Check that filtering shows the matching people, including people outside any default display limit.
+
+Inspect a few records against their sources. Similar names do not prove two records describe the same person.
+A company's location does not prove where every employee lives.
+
+Ask for a focused follow-up:
+
+> *"Which contacts have evidence of being in Berlin? Separate confirmed locations from uncertain matches. Show the source for each result."*
+
+Improve the result in the main conversation. Use the Manager when the correction should change the Agent's standing rules.
+
+<Accordion title="Add public profile research without guessing">
+  Public profile research can be a separate session while the main conversation continues other work.
+
+  > *"Find public profiles for contacts at the company I selected. Match the name and employer. Save uncertain matches separately. Return the results here."*
+
+  This requires a suitable web-search connection. Names and search terms will go to that service.
+  Keep the task limited to the contacts you want researched.
+
+  The main conversation must check the returned evidence before it merges results into the dataset.
+  See [Conversations and sessions](/developers/threads-and-contexts).
+</Accordion>
+
+## Extend the coverage
+
+A full mailbox review can exceed one run. Ask for saved progress and incremental results:
+
+> *"Continue with older mail in bounded passes. Preserve the current graph. Record the processed range and remaining work. Deliver an updated file after each useful pass."*
+
+If the run fails, inspect saved progress before you restart it.
+Ask it to continue from completed records instead of fetching everything again.
+Repeated requests cannot fix missing access or a fixed request limit.
+
+<Accordion title="Separate a continuation from a daily refresh">
+  A one-time continuation handles unfinished historical work. A recurring refresh checks for new evidence after that work.
+
+  > *"Every day at 8 AM Europe/Zurich, add mail since the last completed refresh. Preserve earlier records. Deliver the updated graph with a short change list."*
+
+  Check that the routine exists in **Routines**. A refresh instruction in the Agent's setup does not itself create a schedule.
+  A task can also finish without needing any routine.
+</Accordion>
+
+See [Files and context](/developers/project-context) for working data, reference copies, and shared workspace access.
diff --git a/content/docs/developers/export-import-and-share-agents.mdx b/content/docs/developers/export-import-and-share-agents.mdx
index 9f0601c..c25cf9b 100644
--- a/content/docs/developers/export-import-and-share-agents.mdx
+++ b/content/docs/developers/export-import-and-share-agents.mdx
@@ -21,12 +21,14 @@ Anyone with the link can read the published setup and import a copy.
 | Instructions and settings | Included |
 | Selected knowledge files | File contents included |
 | Selected custom skills | Entire skill folders included |
-| Built-in skills | Listed by name; recipients use their installed defaults |
+| Built-in skills | Listed by name. Recipients use their installed defaults |
 | Unselected knowledge files | Names listed so recipients know what is missing |
 | Selected custom connections | Connection definitions and URLs included, without saved credentials |
 | Conversations, routines, account credentials, and project files | Not included |
 
-Files and skill contents share a 20 MiB bundle limit. Review the complete selected folders and URLs before publishing: they may contain private material, and a URL can itself contain an access key. Authentication stored separately is not shared.
+Files and skill contents share limits of 20 MiB and 512 files. Symbolic links are rejected. Custom connection URLs with query parameters are excluded from sharing.
+
+Review the complete selected folders and URLs before publishing: they may contain private material, and a URL path can itself contain an access key. Authentication stored separately is not shared.
 
 ## Update or stop sharing
 
@@ -42,9 +44,9 @@ Open a share link, review the setup, and import it with a name and destination p
 
 The import creates a separate Agent. Included knowledge is copied, and included custom skills get distinct names so they do not overwrite existing skills. Missing reference files and unavailable skills still need attention.
 
-The Manager helps finish setup with your own accounts. A saved **Allowed** app policy does not connect that account. Some public connections that need no authentication can be registered during import; authenticated connections still need your authorization.
+The Manager helps finish setup with your own accounts. A saved **Allowed** app policy does not connect that account. Some public connections that need no authentication can be registered during import. Authenticated connections still need your authorization.
 
-If the publisher changes the snapshot while you are reviewing it, Fluso asks you to review the new version before importing. A removed link cannot be imported; an older incompatible link may need its owner to republish it.
+If the publisher changes the snapshot while you are reviewing it, Fluso asks you to review the new version before importing. A removed link cannot be imported. An older incompatible link may need its owner to republish it.
 
 ## Hand off useful work
 
diff --git a/content/docs/developers/inbox.mdx b/content/docs/developers/inbox.mdx
index 480f908..50e085e 100644
--- a/content/docs/developers/inbox.mdx
+++ b/content/docs/developers/inbox.mdx
@@ -26,7 +26,7 @@ A filtered empty list means there are no matching updates. It does not mean ever
 
 The number beside **Inbox** counts unseen updates in its current recent feed. Opening Inbox in a visible tab marks the displayed updates as seen. If you filter the list, hidden items are not marked seen.
 
-An update that changes can count as unread again. Seeing an approval clears its unread state; it does not approve it or remove the need for a decision.
+An update that changes can count as unread again. Seeing an approval clears its unread state. It does not approve it or remove the need for a decision.
 
 Read state belongs to this browser and is shared across its tabs. Signing out or switching accounts clears it, and it does not synchronize across devices.
 
diff --git a/content/docs/developers/index.mdx b/content/docs/developers/index.mdx
new file mode 100644
index 0000000..41a1549
--- /dev/null
+++ b/content/docs/developers/index.mdx
@@ -0,0 +1,80 @@
+---
+title: Agents
+sidebarTitle: Overview
+icon: bot
+description: Create an assistant for a continuing job, improve its instructions, and schedule repeat work.
+---
+
+An Agent combines saved instructions, selected capabilities, reference files, and a continuing conversation. Use it for work you return to regularly.
+
+You can start with a small task, inspect the result, then expand the responsibility. You do not need to design the entire workflow first.
+
+<Note>
+  These guides describe the development build. Agents is available in Fluso Dev and in builds where it is enabled.
+  If **Agents** is missing from your sidebar, your build has not enabled it.
+</Note>
+
+## Start with one useful result
+
+1. Select **Agents → New Agent**.
+2. Describe the job in the message box.
+3. Review the setup that the **Manager** creates.
+4. Select **Launch agent**.
+5. Give the Agent its first real task.
+
+> *"Create an assistant that finds email conversations that need my attention. Prepare reply drafts here. Do not change my mailbox."*
+
+Start with a specific input, such as yesterday's mail. Check the result before you ask for a larger review or a daily routine.
+
+[Create your first Agent](/developers/agent-builder) explains each step, starting points, and unfinished setups.
+Explore [practical examples](/developers/examples) for email, research, document filing, and custom workflows.
+
+## Know where to ask
+
+| Your intention | Where to go | Example |
+| --- | --- | --- |
+| Do the work | The Agent's main conversation | "Review yesterday's mail and draft the three replies I need." |
+| Change its standing behavior | **Edit agent → Manager**, or **Edit** | "Treat receipts as low priority unless a payment failed." |
+| Repeat work at a time | The main conversation or **Routines** | "Run this review every weekday at 9 AM Europe/Zurich." |
+| Review an approval or failure | **Inbox** | Open the update to inspect the action or error. |
+
+The Manager refines one Agent. The main conversation performs its work. Both keep their own conversation history.
+
+A correction in chat helps with the current task. Ask the Manager to save it when it should become a standing instruction.
+
+## Build on the first result
+
+Keep the main conversation as the work develops. Add evidence, correct assumptions, and ask for revisions there.
+
+For a larger job, the Agent can delegate independent work to sessions. It combines their results in the main conversation.
+You can inspect those sessions when needed. You do not need to create them for each request.
+
+Save changing data and deliverables in project files. Attach stable reference material as **Knowledge files**.
+When the workflow works as intended, create a routine to repeat it.
+
+<CardGroup cols={2}>
+  <Card title="Conversations and sessions" icon="messages-square" href="/developers/threads-and-contexts">
+    Send corrections, continue long work, and inspect delegated results.
+  </Card>
+  <Card title="Setup and capabilities" icon="sliders-horizontal" href="/developers/agent-description">
+    Set instructions, skills, app access, and response mode.
+  </Card>
+  <Card title="Files and context" icon="folder-open" href="/developers/project-context">
+    Choose where references, working data, and deliverables belong.
+  </Card>
+  <Card title="Routines and Inbox" icon="calendar-clock" href="/developers/schedules">
+    Schedule useful work and review results that need attention.
+  </Card>
+</CardGroup>
+
+## Check the result before expanding the job
+
+Open delivered files. Check the sources and the period the Agent actually reviewed.
+For incomplete work, ask what remains and where it saved progress.
+
+For actions in connected apps, choose the Agent's access and your [approval settings](/features/approvals).
+Ask for drafts when you want to review messages before anyone receives them.
+
+An Agent's files share your workspace. Separate Agents and projects do not create private filesystem boundaries within your account.
+
+For technical details, see [Architecture](/developers/architecture) and the [beta API reference](/developers/api-ref/authentication).
diff --git a/content/docs/developers/meta.json b/content/docs/developers/meta.json
index 52681e1..6bba0c8 100644
--- a/content/docs/developers/meta.json
+++ b/content/docs/developers/meta.json
@@ -1,13 +1,15 @@
 {
   "pages": [
-    "api-ref",
-    "architecture",
-    "threads-and-contexts",
+    "index",
     "agent-builder",
+    "examples",
+    "threads-and-contexts",
+    "agent-description",
     "project-context",
-    "inbox",
     "schedules",
-    "agent-description",
-    "export-import-and-share-agents"
+    "inbox",
+    "export-import-and-share-agents",
+    "architecture",
+    "api-ref"
   ]
 }
diff --git a/content/docs/developers/project-context.mdx b/content/docs/developers/project-context.mdx
index e891acf..7f3d3d6 100644
--- a/content/docs/developers/project-context.mdx
+++ b/content/docs/developers/project-context.mdx
@@ -9,7 +9,7 @@ An Agent's conversation, saved instructions, reference files, and project memory
 
 | Information | Where it belongs | How it is used |
 | --- | --- | --- |
-| Standing rules for the Agent | **Purpose and instructions** | Main conversation on its next turn; existing delegated sessions retain their setup |
+| Standing rules for the Agent | **Purpose and instructions** | Main conversation on its next turn. Existing delegated sessions retain their setup |
 | A correction for the current task | Your chat message | That conversation or the active turn you steer |
 | Stable reference material | **Knowledge files** | Saved copies listed in the Agent's setup |
 | Working files and deliverables | The project | Shared files that can change as work proceeds |
@@ -18,9 +18,9 @@ An Agent's conversation, saved instructions, reference files, and project memory
 
 ## Choose the project before starting
 
-The project setting places the main conversation when it is first created. **Home** is the default. Changing the setting later does not move an existing conversation or its files; delegated sessions keep their parent's project.
+The project setting places the main conversation when it is first created. **Home** is the default. Changing the setting later does not move an existing conversation or its files. Delegated sessions keep their parent's project.
 
-Choose a dedicated project to organize a continuing job's files and memory. A project scopes context; it is not an access-control boundary between Agents in your account. Tools still work in your shared workspace.
+Choose a dedicated project to organize a continuing job's files and memory. A project scopes context. It is not an access-control boundary between Agents in your account. Tools still work in your shared workspace.
 
 ## Add reference files
 
@@ -34,7 +34,7 @@ Use project files for a live tracker or an output that must evolve. Use knowledg
 
 Saved Agent conversations use their own instructions instead of automatically applying ordinary-chat preferences, project instructions, or `context.md`. Put a rule in the Agent's saved instructions when it should govern that Agent.
 
-They still receive saved facts from `user_profile.md` and can use project files and project working-memory summaries. Those summaries are background evidence, not new user requests. A fresh session does not automatically receive another conversation's full history; a fork inherits completed context at its creation.
+They still receive saved facts from `user_profile.md` and can use project files and project working-memory summaries. Those summaries are background evidence, not new user requests. A fresh session does not automatically receive another conversation's full history. A fork inherits completed context at its creation.
 
 Skill files are also live workspace files. If several Agents use a custom skill, changing that file can affect all of them.
 
@@ -42,6 +42,6 @@ Skill files are also live workspace files. If several Agents use a custom skill,
 
 Open the delivered file and check it against your request. A reference in a reply is not proof that the final artifact contains the right data. Ask the Agent to identify unfinished sections, source coverage, and where the result was saved.
 
-Deleting an Agent removes its own knowledge and conversations, not the separate project files. Deleting a project affects the conversations stored there; review Agent dependencies in the deletion dialog first.
+Deleting an Agent removes its own knowledge and conversations, not the separate project files. Deleting a project removes its files, conversations, and their routines, but keeps the Agent setup. If the Agent still points to that deleted project, select another **Project** in its setup before opening a new main conversation. This does not restore deleted history.
 
 For file browsing, editing, download, and project export, see [Projects](/features/projects). For sharing an Agent's reference material, see [Sharing and copies](/developers/export-import-and-share-agents).
diff --git a/content/docs/developers/schedules.mdx b/content/docs/developers/schedules.mdx
index d2b9a09..dae98d2 100644
--- a/content/docs/developers/schedules.mdx
+++ b/content/docs/developers/schedules.mdx
@@ -21,31 +21,49 @@ You can also open **Routines** in the Agents sidebar, use the chat's routine con
 
 The editor supports one-time, daily, weekday, weekly, and interval presets. Existing custom cron timing is preserved unless you change its frequency. Timing labels are shown in readable language.
 
-Include the source, expected result, and what to do when there is nothing to report. For external communications, ask for drafts to review and configure [approvals](/features/approvals).
+Include the source, expected result, and what to do when there is nothing to report.
+For a temporary watch, specify an end date or a result that should stop the checks. For external communications, ask for drafts to review and configure [approvals](/features/approvals).
 
 <Note>
   A routine requested in **Manager** runs a setup review by the Manager. Request the Agent's actual work in its main conversation, or create that routine through the routine editor. Saving instructions alone does not schedule work.
 </Note>
 
+## Choose the right repeat pattern
+
+| Job | Useful timing | Completion rule |
+| --- | --- | --- |
+| Review new email | Recurring review | Report only actionable changes. Avoid duplicate drafts. |
+| Finish a large import | One-time continuation | Resume from saved progress. Stop when the remaining work finishes. |
+| Check for an interview reply | Recurring check with a deadline | Stop after the requested result or deadline. |
+| Prepare a meeting brief | One-time run before the meeting | Check that the meeting still exists at that time. |
+
+These are workflow instructions for the Agent. Check the resulting schedules in **Routines**. Creating a routine does not subscribe to live app events.
+
+For a concrete sequence, see [Email and hiring](/developers/examples/email) or [Document filing](/developers/examples/document-filing).
+
 ## Apply the same routine to several Agents
 
 The Routines page can apply one instruction and timing to selected Agents. Each gets an independent schedule in its own main conversation.
 
-**Select all** covers the Agents currently offered by the picker; it does not include Agents created later. Agents already using those instructions at another timing need an explicit selection to add another timing.
+**Select all** covers the Agents currently offered by the picker. It does not include Agents created later. Agents already using those instructions at another timing need an explicit selection to add another timing.
 
 Matching instructions, timing, and timezone are grouped for display. Editing one assignment can split it from its group. Removing one Agent's assignment does not remove the others.
 
+Saving across several Agents can partly succeed. Successful assignments stay saved. The editor lists the failures. Retry the remaining assignments there instead of creating the whole group again.
+
 ## What happens when it is due
 
 The message enters its target conversation as a separate follow-up. If that conversation is busy, it waits. If an earlier occurrence of the same routine is still queued, running, or awaiting approval, the scheduler waits rather than stacking duplicate work.
 
 In chat, the routine appears as a compact row on the right with a violet clock and scheduled time. Expand it for the instructions, routine ID, and any attachments. The Agent receives the full message even while the row is collapsed.
 
-The main conversation uses the setup selected for the new turn. A routine in an existing delegated session uses that session's earlier setup. Results remain in the target conversation; top-level routine results can also appear in [Inbox](/developers/inbox).
+The main conversation uses the setup selected for the new turn. A routine in an existing delegated session uses that session's earlier setup. Results remain in the target conversation. Top-level routine results can also appear in [Inbox](/developers/inbox).
 
 ## Pause, edit, or remove it
 
-Use the routine's pause control to stop future occurrences, edit its instructions or timing, or delete it. Changes do not retract work already admitted into the conversation. Stop that run or cancel its queued message separately if needed.
+Use the routine's pause control to stop future occurrences, edit its instructions or timing, or delete it. Changing Agent instructions does not rewrite a routine's saved message. Review that message after a major workflow change.
+
+Changes do not retract work already admitted into the conversation. Stop that run or cancel its queued message separately if needed.
 
 One-time checks stop scheduling after their message is accepted. **Last run dispatched · outcome unavailable** does not mean the work completed successfully: inspect the result or run status.
 
@@ -56,13 +74,13 @@ Deleting a target session removes its routines. Deleting an Agent removes all of
 | What you see | What to do |
 | --- | --- |
 | Queued | Check the target conversation for ongoing work or a paused queue |
-| Waiting for approval | Review the requested action; a routine cannot approve itself |
+| Waiting for approval | Review the requested action. A routine cannot approve itself |
 | Delivery failed or paused with a reason | Fix the connection, unavailable target, or other reported problem, then resume or recreate the routine as appropriate |
 | A run failed after starting | Inspect the conversation and partial outputs before continuing |
-| Usage allowance reached | Wait for the allowance to reset; scheduling is deferred rather than treated as a successful run |
+| Usage allowance reached | Wait for the allowance to reset. Scheduling is deferred rather than treated as a successful run |
 
 Temporary delivery problems are retried with delays. Repeated delivery failures can pause the routine. Recurring runs do not replay every missed clock tick after a delay.
 
-Choose a future local time for a one-time check. The editor rejects times that do not exist during a daylight-saving clock change; review the timezone and next-run time before saving.
+Choose a future local time for a one-time check. The editor rejects times that do not exist during a daylight-saving clock change. Review the timezone and next-run time before saving.
 
 For integrations, these records are called [Schedules in the API](/developers/api-ref/schedules).
diff --git a/content/docs/developers/threads-and-contexts.mdx b/content/docs/developers/threads-and-contexts.mdx
index b6b49c8..0a2737d 100644
--- a/content/docs/developers/threads-and-contexts.mdx
+++ b/content/docs/developers/threads-and-contexts.mdx
@@ -11,7 +11,7 @@ Keep talking to the Agent as the work develops. You do not need to create a new
 
 ## Give follow-ups while it works
 
-Sending a message during a run adds it to the queue above the composer. Each queued message waits for its own turn. **Edit** changes it; **Cancel** removes it.
+Sending a message during a run adds it to the queue above the composer. Each queued message waits for its own turn. **Edit** changes it. **Cancel** removes it.
 
 Use **Send now** to bring a queued correction into the work already running. If that work has finished, the message starts a new turn instead.
 
@@ -21,8 +21,21 @@ A queued message using a different saved Agent setup shows **Saved setup applies
 
 **Stop** stops the current run and pauses queued follow-ups. A failed run also pauses them. Use **Send now** on a paused message when you are ready to continue. Reloading or changing devices does not discard the server's queue.
 
+Stopping the main run does not stop delegated sessions or pause future routines. Stop those sessions and pause those routines separately when you want all related work to stop.
+
 See [Chat](/features/chat#while-fluso-is-working) for the queue controls.
 
+## Continue a large task
+
+Ask for a useful first result before a full historical review. Keep progress in project files when the task spans many turns.
+
+> *"Deliver the first useful version. Save the source coverage, completed items, and remaining work. Continue from that record on the next pass."*
+
+For a changing dataset, ask the Agent to preserve existing records and check new ones before it merges them.
+A summary of progress does not prove the deliverable contains that progress. Open the file and check it.
+
+See [People graph](/developers/examples/people-graph) for a task that grows from a first version into an updated research tool.
+
 ## Let the Agent organize independent work
 
 For a complex request, the main conversation can delegate complementary tasks to sessions while continuing its own work. It should keep the central decisions and combine the results into your deliverable.
@@ -40,15 +53,15 @@ The main conversation can reuse a session, send corrections, cancel obsolete wor
 
 ## Inspect sessions when useful
 
-When sessions exist, **Sessions** appears above the composer. It shows work that is queued, working, waiting for approval, idle, or needs attention. A fork icon marks inherited conversation context; **Uses an earlier setup** identifies a session created before a setup change.
+When sessions exist, **Sessions** appears above the composer. It shows work that is queued, working, waiting for approval, idle, or needs attention. A fork icon marks inherited conversation context. **Uses an earlier setup** identifies a session created before a setup change.
 
 Open a session to inspect its conversation. **Main conversation** takes you back. You can rename, archive, restore, or delete delegated sessions from their menus.
 
 - **Idle** means it has no active work. It may be reused or woken by a routine.
-- **Archive** organizes the list; use the routine controls to pause future work.
+- **Archive** organizes the list. Use the routine controls to pause future work.
 - **Delete** removes the session and its routines. Preserve any results you still need first.
 
-The main conversation remains for the Agent's lifetime. The Manager is separate from this Sessions list.
+The main conversation cannot be archived or deleted on its own. Deleting its project also removes the conversation. See [Files and context](/developers/project-context). The Manager is separate from this Sessions list.
 
 ## Approval and recovery
 
diff --git a/content/docs/features/projects.mdx b/content/docs/features/projects.mdx
index c800cef..5ec7007 100644
--- a/content/docs/features/projects.mdx
+++ b/content/docs/features/projects.mdx
@@ -5,7 +5,7 @@ icon: folder-kanban
 description: Keep related chats, files, instructions, and memory together in one workspace.
 ---
 
-Projects give one body of work its own scope. A project keeps its chats, files, instructions, context, and working memory together, so work for one customer or product does not spill into another.
+Projects keep related chats, files, instructions, and working memory together. Automatic context follows the current project; tools can still access shared files elsewhere in your account.
 
 Use **Home** for general work. Create a separate project when a customer, product area, or deliverable needs its own files and history.
 
@@ -49,8 +49,8 @@ Project instructions guide ordinary project chats. Durable notes and decisions l
 
 <Note>
   Saved Agent threads use the Agent's own instructions instead of project
-  instructions or `context.md`. They can still use the configured project's
-  files and working-memory summaries. See [Project
+  instructions or `context.md`. They can still use their conversation's project
+  files and working-memory summaries. See [Files and
   context](/developers/project-context) for this boundary.
 </Note>
 
@@ -60,6 +60,8 @@ Use one project per scope that should stay separate. For example, keep Acme supp
 
 Use the project's sidebar actions menu to pin, archive, label, recolor, or change its icon. Use the menu on the Projects page to export or delete it. **Home** is the default workspace and cannot be deleted.
 
+Deleting a project removes its files, conversations, and attached routines. Saved Agents remain. If an Agent uses that deleted project, select another project in its setup to start a new main conversation; deleted history is not restored.
+
 If you already have useful context in ChatGPT, Claude, or another agent, use [Imports](/features/imports) to create projects and files from an export.
 
 ## Next
diff --git a/content/docs/going-deeper.mdx b/content/docs/going-deeper.mdx
index 60327ca..e83f88d 100644
--- a/content/docs/going-deeper.mdx
+++ b/content/docs/going-deeper.mdx
@@ -80,7 +80,7 @@ Memory builds itself in the background. You do not have to maintain it. A few ha
 
 **Tell Fluso to forget when you need to.** *"Forget my old timezone"*, *"don't track anything about this vendor"*. The same explicit channel works in reverse.
 
-**Scope by project when working on something specific.** Switching into a project before asking a question keeps the project's context in scope and stops one client's notes from surfacing in another client's chat.
+**Scope by project when working on something specific.** Automatic context follows the current project. Tools can still access other files in your workspace. A project is not a private filesystem boundary.
 
 **Process meeting transcripts.** Decisions and action items from the transcript become durable project context. Without processing, the meeting effectively did not happen for memory.
 
@@ -122,11 +122,7 @@ The instinct on day one is to read every draft carefully. By day twenty, you wil
 
 ## For teams
 
-Team plans add shared context. The patterns that matter:
-
-**Shared projects** for cross-team work. Both you and your colleague see the same memory, the same files, the same task list, scoped to that project. The Acme project becomes a real shared brain instead of two separate ones.
-
-**Shared knowledge graph** for the team. Decisions made in any team member's meetings are visible to everyone (within the shared project). Useful for executive teams; less useful for projects with strict need-to-know.
+Share a finished file or an [Agent's setup](/developers/export-import-and-share-agents) when a colleague needs your work. An imported Agent is an independent copy. It does not share your live conversations, routines, project files, or account connections.
 
 **Admin visibility, not content access.** The current [Admin panel](/admin-panel) covers identity and access records, recorded usage, runtime status, and network policy. Connected-app inventory, seat controls, and a complete organization-wide audit require their owning Enterprise integrations. The admin UI does not expose messages, files, or knowledge graphs.
 
diff --git a/content/docs/index.mdx b/content/docs/index.mdx
index 46e8018..277dae7 100644
--- a/content/docs/index.mdx
+++ b/content/docs/index.mdx
@@ -54,7 +54,7 @@ Pick a workflow that matches a problem you have right now. Each one is a story,
   <Card title="Apps & MCP" icon="plug" href="/features/mcp">
     The connection model and the full catalog of supported apps.
   </Card>
-  <Card title="Agents (Beta)" icon="bot" href="/developers/agent-builder">
+  <Card title="Agents (Beta)" icon="bot" href="/developers">
     Create an Agent, refine its setup, and return to its conversations, routines, and Inbox.
   </Card>
   <Card title="Architecture" icon="network" href="/developers/architecture">
diff --git a/content/docs/integrations/gmail.mdx b/content/docs/integrations/gmail.mdx
index 1fc7633..c51e33a 100644
--- a/content/docs/integrations/gmail.mdx
+++ b/content/docs/integrations/gmail.mdx
@@ -60,7 +60,7 @@ Follow-ups:
 
 ## How permissions actually behave
 
-Reading happens when you ask for it (*"summarise my inbox"*) and continuously in the background for auto-task extraction. Messages are processed for the response and not stored beyond what's referenced in your knowledge graph and tasks.
+Reading happens when you ask for it (*"summarise my inbox"*), through scheduled routines, and through background task extraction. Requested work can save email content in conversation records or workspace files. Review those outputs before sharing them.
 
 Choose **Ask me first** and keep Gmail send tools on **Ask** to review each requested send. Ask Fluso to show the draft first. A saved **Allow** rule or **Allow everything** can continue without a per-action prompt; **Deny** blocks the send. There is no separate batch-send mode that overrides the effective policy.
 

From 807fa473f6f1ceda4b0f396bbd3036cd36b59a10 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Thu, 8 Oct 2026 19:07:04 +0200
Subject: [PATCH 03/18] docs: add real Agent walkthrough and progressive detail

---
 README.md                                     |   2 +
 content/docs/developers/agent-builder.mdx     |  14 +++-
 content/docs/developers/agent-description.mdx |   4 +-
 .../developers/api-ref/files-and-projects.mdx |   2 +
 .../api-ref/threads-and-messages.mdx          |   2 +-
 content/docs/developers/examples/index.mdx    |   3 +
 content/docs/developers/examples/meta.json    |   2 +-
 .../developers/examples/release-review.mdx    |  75 ++++++++++++++++++
 .../export-import-and-share-agents.mdx        |   6 +-
 content/docs/developers/inbox.mdx             |   4 +
 content/docs/developers/project-context.mdx   |  22 ++---
 content/docs/developers/schedules.mdx         |  38 +++++----
 .../docs/developers/threads-and-contexts.mdx  |  20 +++--
 content/docs/features/chat.mdx                |   2 +-
 public/images/agents/create-from-chat.png     | Bin 0 -> 76094 bytes
 public/images/agents/delegated-reviews.png    | Bin 0 -> 99964 bytes
 public/images/agents/inbox-result.png         | Bin 0 -> 39349 bytes
 public/images/agents/manager-setup.png        | Bin 0 -> 170004 bytes
 public/images/agents/routine-result.png       | Bin 0 -> 156441 bytes
 public/images/agents/saved-refinement.png     | Bin 0 -> 214704 bytes
 20 files changed, 156 insertions(+), 40 deletions(-)
 create mode 100644 content/docs/developers/examples/release-review.mdx
 create mode 100644 public/images/agents/create-from-chat.png
 create mode 100644 public/images/agents/delegated-reviews.png
 create mode 100644 public/images/agents/inbox-result.png
 create mode 100644 public/images/agents/manager-setup.png
 create mode 100644 public/images/agents/routine-result.png
 create mode 100644 public/images/agents/saved-refinement.png

diff --git a/README.md b/README.md
index 9148f65..c69b6ad 100644
--- a/README.md
+++ b/README.md
@@ -38,6 +38,8 @@ Check both sides when updating the guides:
 
 The examples use generalized patterns from a read-only review of development conversations, tool results, and saved files. They contain no account transcripts, customer data, or credentials. Custom service examples describe prerequisites rather than built-in capabilities.
 
+The release-review walkthrough and six product screenshots come from the same `dev` revisions running locally with a Clerk test account and real model calls. The workflow covered chat-based creation, file uploads, two delegated reviews, a saved Manager refinement, a corrected report, a one-time routine, and its Inbox result. Its inputs were this documentation draft and its validation report. The cookie-consent dependency was built from its genuine `v1.0.0` source because private-registry access was unavailable. No responses or product states were mocked.
+
 Use source behavior over old release notes. Remove retired pages from navigation and add their replacements to `public/_redirects`, including markdown export URLs. Cloudflare Pages serves these redirects; Next's local dev server does not.
 
 ## Deployment
diff --git a/content/docs/developers/agent-builder.mdx b/content/docs/developers/agent-builder.mdx
index 56ea07b..2bc13bb 100644
--- a/content/docs/developers/agent-builder.mdx
+++ b/content/docs/developers/agent-builder.mdx
@@ -14,15 +14,23 @@ An Agent is a saved assistant for a particular job. It keeps its instructions, c
 ## Create from a conversation
 
 1. Switch to **Agents** in the sidebar and select **New Agent**.
-2. Choose a project if its files belong somewhere other than **Home**.
+2. Choose a project for its files. **Home** is the default project.
 3. Describe the job in the message box and send it.
 
 > *"Create a release reviewer. Compare the release notes, test results, and open blockers I provide. Return a go/no-go recommendation with evidence, unresolved risks, and owners. Ask when the evidence conflicts. Do not publish or contact anyone."*
 
+<Frame caption="Start with the job, its inputs, and the actions the Agent must avoid.">
+  <img src="/images/agents/create-from-chat.png" alt="New Agent page with a release reviewer request in the message box." />
+</Frame>
+
 That first message starts the Agent's **Manager** conversation. The Manager names the Agent and saves its setup. As it is created, its name appears in the sidebar and its setup appears beside the conversation. You can keep refining it there.
 
 Check the saved instructions and capabilities, then select **Launch agent** to open its main conversation. Creation does not run the job or create a routine.
 
+<Frame caption="The Manager saved the reviewer with document skills and no connected apps. Launch agent opens its main conversation.">
+  <img src="/images/agents/manager-setup.png" alt="Release Reviewer Manager conversation beside saved instructions, document skills, project, response mode, and Launch agent." />
+</Frame>
+
 If you prefer direct controls, **Fill in a form instead** on New Agent opens the same setup fields without a creation conversation.
 
 If you leave before creation finishes, return to **New Agent → Continue setup**. An unfinished setup stays there until you resume or delete it.
@@ -48,6 +56,8 @@ Give the Agent the input it needs, not another request to create itself.
 
 Read the answer and open any delivered files. Check sources, missing information, and the requested output. Try a follow-up that changes an assumption, then a case with incomplete evidence.
 
+Follow the [release review walkthrough](/developers/examples/release-review) for a complete example with actual results.
+
 For work that could send a message or change another app, ask for a draft and review it first. Choose **Ask me first** when you want tool approval. See [Approvals and permissions](/features/approvals).
 
 ## Refine the same Agent
@@ -78,6 +88,6 @@ To undo a change, tell the Manager exactly what to restore or edit the saved fie
 
 Star an Agent to find it quickly. **Change appearance** changes its avatar without changing its instructions. **Duplicate** copies its setup and knowledge files. Conversations and routines start fresh.
 
-**Delete** permanently removes the Agent, its conversations, routines, and public share link. Copies other people already imported remain independent. Project files are separate. Deleting an Agent is not a project cleanup.
+**Delete** permanently removes the Agent, its conversations, routines, and [public share link](/developers/export-import-and-share-agents). Copies other people already imported remain independent. Project files are separate. Deleting an Agent is not a project cleanup.
 
 Next: [Setup and capabilities](/developers/agent-description), [Conversations and sessions](/developers/threads-and-contexts), or [Routines](/developers/schedules).
diff --git a/content/docs/developers/agent-description.mdx b/content/docs/developers/agent-description.mdx
index 0e32ee7..9de1af3 100644
--- a/content/docs/developers/agent-description.mdx
+++ b/content/docs/developers/agent-description.mdx
@@ -28,7 +28,9 @@ Include the outcome, useful inputs, how to handle uncertainty, and any boundary
 
 The Agent's response mode is controlled here, rather than changed independently in its main chat composer.
 
-Names are limited to 64 characters and must be unique in your library. Instructions allow 4,000 characters. Each starter allows 200 characters. Use knowledge files for longer reference material.
+<Accordion title="Field limits">
+  Names are limited to 64 characters and must be unique in your library. Instructions allow 4,000 characters. Each starter allows 200 characters. Use knowledge files for longer reference material.
+</Accordion>
 
 ## Select skills
 
diff --git a/content/docs/developers/api-ref/files-and-projects.mdx b/content/docs/developers/api-ref/files-and-projects.mdx
index 514ecb2..77124c4 100644
--- a/content/docs/developers/api-ref/files-and-projects.mdx
+++ b/content/docs/developers/api-ref/files-and-projects.mdx
@@ -179,6 +179,8 @@ Use the actual byte count. `expected_revision: "missing"` requires that no file
 
 Confirmation queues the import. It does not mean the file is already saved. Tracking rows remain for in-progress uploads, failures, and undismissed history warnings. Successful imports without warnings leave that tracking list.
 
+An account can have at most four pending uploads. A fifth presign request returns `429`. Confirm active uploads before requesting more. For an abandoned upload, use `DELETE /v1/files/upload/presigned-url/cancel/{id}` to cancel its pending record. Removing an attachment from the composer is not proof that the upload record was cancelled.
+
 If the destination changed, reread it before saving again. If prior file history cannot be preserved, inspect the reported failure or warning rather than treating the operation as a normal versioned save. Agent knowledge uses its [separate attach-and-save flow](/developers/api-ref/agents-and-versions#attach-knowledge).
 
 ## Download a file
diff --git a/content/docs/developers/api-ref/threads-and-messages.mdx b/content/docs/developers/api-ref/threads-and-messages.mdx
index 25d0f6a..d9e9a54 100644
--- a/content/docs/developers/api-ref/threads-and-messages.mdx
+++ b/content/docs/developers/api-ref/threads-and-messages.mdx
@@ -68,6 +68,6 @@ Thread and message responses use snake_case. Message `content` and `metadata` ca
 
 Use the messages endpoint above when reconnecting or keeping a copy of a conversation. Routine metadata identifies its scheduled origin. Collapsing it in the UI does not remove its full instructions from history.
 
-Agent and role bindings are fixed at creation. The main conversation uses the current Agent setup on a later turn. Delegated sessions keep their creation setup. The main conversation cannot be archived or deleted independently of the Agent.
+Agent and role bindings are fixed at creation. The main conversation uses the current Agent setup on a later turn. Delegated sessions keep their creation setup. The thread endpoints cannot archive or delete the main conversation. Deleting its project also removes it, as explained in [Files and context](/developers/project-context).
 
 For user-facing behavior, see [Conversations and sessions](/developers/threads-and-contexts).
diff --git a/content/docs/developers/examples/index.mdx b/content/docs/developers/examples/index.mdx
index 4caac4d..2a6b48d 100644
--- a/content/docs/developers/examples/index.mdx
+++ b/content/docs/developers/examples/index.mdx
@@ -11,6 +11,9 @@ These examples show workflows you can adapt. They are not additional built-in te
 The available tools depend on your connected apps, permissions, and installed skills.
 
 <CardGroup cols={2}>
+  <Card title="Release review" icon="clipboard-check" href="/developers/examples/release-review">
+    Follow a real review through delegated checks, a saved refinement, and a scheduled follow-up.
+  </Card>
   <Card title="Email and hiring" icon="mail" href="/developers/examples/email">
     Prepare useful drafts, refine reply rules, and check for a candidate's response.
   </Card>
diff --git a/content/docs/developers/examples/meta.json b/content/docs/developers/examples/meta.json
index 7696b83..bb3a13b 100644
--- a/content/docs/developers/examples/meta.json
+++ b/content/docs/developers/examples/meta.json
@@ -2,5 +2,5 @@
   "title": "Examples",
   "icon": "lightbulb",
   "defaultOpen": false,
-  "pages": ["index", "email", "people-graph", "document-filing", "custom-skills"]
+  "pages": ["index", "release-review", "email", "people-graph", "document-filing", "custom-skills"]
 }
diff --git a/content/docs/developers/examples/release-review.mdx b/content/docs/developers/examples/release-review.mdx
new file mode 100644
index 0000000..445f882
--- /dev/null
+++ b/content/docs/developers/examples/release-review.mdx
@@ -0,0 +1,75 @@
+---
+title: Review a release with evidence
+sidebarTitle: Release review
+icon: clipboard-check
+description: Follow a real review from Agent creation to independent checks, saved refinements, and a scheduled follow-up.
+---
+
+A release decision often depends on several documents that change at different times.
+An Agent can compare them, preserve unresolved questions, and review new evidence in the same conversation.
+
+This walkthrough uses the actual draft guides and validation report for this documentation release.
+The screenshots show the development app with real model responses. No customer data is included.
+Use your own release criteria and evidence when you repeat the workflow.
+
+## Give the reviewer a job
+
+Follow [Create and refine](/developers/agent-builder) to create the Release Reviewer from its example prompt.
+Check the saved instructions before you select **Launch agent**.
+
+For the first review, attach the release brief, validation report, and the material you plan to publish.
+The brief should state the decision, required checks, owners, and actions the Agent must avoid.
+The report should identify the revision each check covered.
+
+> *"Review this release packet. Use separate sessions to check the reader journey and validation evidence while you assess the release criteria. Combine the findings into a decision with blockers, missing evidence, and owners. Save a release-review.md report and return it here. Do not publish, merge, or contact anyone."*
+
+## Inspect the evidence
+
+The reader review and validation review answer different questions. Their sessions can work independently while the main conversation combines the release criteria.
+Open **Sessions** if you need to inspect an assignment or result.
+See [Conversations and sessions](/developers/threads-and-contexts) for fresh and forked context.
+
+<Frame caption="Two sessions check different parts of the packet while the main conversation assesses the release criteria.">
+  <img src="/images/agents/delegated-reviews.png" alt="Release Reviewer working on five attached documents, with two active sessions in the Sessions panel." />
+</Frame>
+
+In this run, the Agent returned a NO-GO recommendation because current checks and independent approval were still pending.
+It delivered a report that combined both session results. It kept post-deployment checks separate from release readiness.
+
+Check the delivered report against the source files. A previous revision's successful build does not validate later edits.
+An optional check that was skipped is different from a required check that failed.
+Missing approval remains unresolved until the reviewer approves it.
+
+The first review misread the screenshot progress wording as a contradiction. We clarified it in the same conversation.
+The Agent updated its report and evidence record. Review the reasoning as well as the verdict.
+
+## Save a useful refinement
+
+Use the main conversation to correct this review. Use **Edit agent → Manager** when the rule should apply to future releases.
+
+> *"Distinguish release readiness from post-deployment verification. Do not treat a skipped optional service as a failed required check. Keep missing evidence unresolved. Preserve the no-publish rule."*
+
+Read the saved instructions. Return to the same main conversation for the next review.
+Existing sessions retain their earlier setup, so give them any correction they need.
+
+<Frame caption="The Manager saves the review rules. The main conversation uses the revised setup on its next turn.">
+  <img src="/images/agents/saved-refinement.png" alt="Manager confirms saved rules for missing evidence, unassigned owners, optional checks, and post-deployment verification." />
+</Frame>
+
+## Return when new evidence is ready
+
+Provide new evidence in the main conversation. Ask the Agent to update its report while preserving unresolved checks.
+Then open the chat's routine control and select **New**. Choose **One time** and a future time in your timezone.
+State which files to compare and what to report if nothing changed.
+
+> *"Review this release packet again. Check for new evidence and report only changes to the decision. Preserve unresolved owners and approvals. If nothing changed, say so. Do not publish or contact anyone."*
+
+Check the saved time in **Routines**. When it runs, open the result from **Inbox**.
+A scheduled review does not prove the release is ready or publish anything by itself.
+Read the result and any updated report before you make the decision.
+
+<Frame caption="The one-time routine ran in the same conversation. It reported no new evidence and kept the unresolved checks visible.">
+  <img src="/images/agents/routine-result.png" alt="Compact routine row above a completed recheck that preserves the pending validation, approval, and publishing owner." />
+</Frame>
+
+The result also appeared in [Inbox](/developers/inbox). Opening Inbox cleared its unread count without changing the release decision.
diff --git a/content/docs/developers/export-import-and-share-agents.mdx b/content/docs/developers/export-import-and-share-agents.mdx
index c25cf9b..3c640f8 100644
--- a/content/docs/developers/export-import-and-share-agents.mdx
+++ b/content/docs/developers/export-import-and-share-agents.mdx
@@ -26,10 +26,12 @@ Anyone with the link can read the published setup and import a copy.
 | Selected custom connections | Connection definitions and URLs included, without saved credentials |
 | Conversations, routines, account credentials, and project files | Not included |
 
-Files and skill contents share limits of 20 MiB and 512 files. Symbolic links are rejected. Custom connection URLs with query parameters are excluded from sharing.
-
 Review the complete selected folders and URLs before publishing: they may contain private material, and a URL path can itself contain an access key. Authentication stored separately is not shared.
 
+<Accordion title="Sharing limits">
+  Files and skill contents share limits of 20 MiB and 512 files. Symbolic links are rejected. Custom connection URLs with query parameters are excluded from sharing.
+</Accordion>
+
 ## Update or stop sharing
 
 Later private edits do not change the public snapshot. Select **Update shared version** to publish the current setup at the same link.
diff --git a/content/docs/developers/inbox.mdx b/content/docs/developers/inbox.mdx
index 50e085e..c91be1b 100644
--- a/content/docs/developers/inbox.mdx
+++ b/content/docs/developers/inbox.mdx
@@ -7,6 +7,10 @@ description: Find approvals, failures, and routine results across your Agents wi
 
 Open **Inbox** in the Agents sidebar to see updates across your Agents. The sidebar link opens **All updates**, including routine results. Approvals appear first.
 
+<Frame caption="A completed routine appears in Inbox. Open result returns to its conversation.">
+  <img src="/images/agents/inbox-result.png" alt="Inbox with a completed Release Reviewer routine and an Open result link." />
+</Frame>
+
 Use **Filters** to select an Agent and show **Approvals & failures**, **Approvals**, **Failures**, **Routine results**, or **All updates**. Resetting filters returns to **Approvals & failures**. A direct Inbox link without filters also opens that attention view.
 
 ## Act on the update
diff --git a/content/docs/developers/project-context.mdx b/content/docs/developers/project-context.mdx
index 7f3d3d6..565f0e7 100644
--- a/content/docs/developers/project-context.mdx
+++ b/content/docs/developers/project-context.mdx
@@ -5,16 +5,7 @@ icon: folder-open
 description: Understand what an Agent remembers, what stays shared, and how reference files change.
 ---
 
-An Agent's conversation, saved instructions, reference files, and project memory have different lifetimes. Keeping those differences clear helps you choose where information belongs.
-
-| Information | Where it belongs | How it is used |
-| --- | --- | --- |
-| Standing rules for the Agent | **Purpose and instructions** | Main conversation on its next turn. Existing delegated sessions retain their setup |
-| A correction for the current task | Your chat message | That conversation or the active turn you steer |
-| Stable reference material | **Knowledge files** | Saved copies listed in the Agent's setup |
-| Working files and deliverables | The project | Shared files that can change as work proceeds |
-| Recent project work | Project working memory | Relevant summaries can be recalled across conversations |
-| Preferences for ordinary chats | Workspace preferences and project context | Not automatically loaded as saved Agent instructions |
+Use **Knowledge files** for stable references. Use project files for working data and deliverables. Keep discussing the work in the main conversation.
 
 ## Choose the project before starting
 
@@ -30,6 +21,17 @@ Knowledge is a **copy**. Editing the original project file does not update the a
 
 Use project files for a live tracker or an output that must evolve. Use knowledge for a reference edition, such as an agreed review rubric.
 
+<Accordion title="Where each kind of information belongs">
+  | Information | Where it belongs | How it is used |
+  | --- | --- | --- |
+  | Standing rules for the Agent | **Purpose and instructions** | Main conversation on its next turn. Existing delegated sessions retain their setup |
+  | A correction for the current task | Your chat message | That conversation or the active turn you steer |
+  | Stable reference material | **Knowledge files** | Saved copies listed in the Agent's setup |
+  | Working files and deliverables | The project | Shared files that can change as work proceeds |
+  | Recent project work | Project working memory | Relevant summaries can be recalled across conversations |
+  | Preferences for ordinary chats | Workspace preferences and project context | Not automatically loaded as saved Agent instructions |
+</Accordion>
+
 ## Know what is shared
 
 Saved Agent conversations use their own instructions instead of automatically applying ordinary-chat preferences, project instructions, or `context.md`. Put a rule in the Agent's saved instructions when it should govern that Agent.
diff --git a/content/docs/developers/schedules.mdx b/content/docs/developers/schedules.mdx
index dae98d2..150da17 100644
--- a/content/docs/developers/schedules.mdx
+++ b/content/docs/developers/schedules.mdx
@@ -19,7 +19,7 @@ Ask in the Agent's main conversation:
 
 You can also open **Routines** in the Agents sidebar, use the chat's routine control, or select **Routines → Manage** on the setup page. Choose a starting idea or write your own message, select the Agent, set the timing and timezone, and save.
 
-The editor supports one-time, daily, weekday, weekly, and interval presets. Existing custom cron timing is preserved unless you change its frequency. Timing labels are shown in readable language.
+The editor supports one-time, daily, weekday, weekly, and interval presets. Existing custom timing is preserved unless you change its frequency. Timing labels are shown in readable language.
 
 Include the source, expected result, and what to do when there is nothing to report.
 For a temporary watch, specify an end date or a result that should stop the checks. For external communications, ask for drafts to review and configure [approvals](/features/approvals).
@@ -37,26 +37,18 @@ For a temporary watch, specify an end date or a result that should stop the chec
 | Check for an interview reply | Recurring check with a deadline | Stop after the requested result or deadline. |
 | Prepare a meeting brief | One-time run before the meeting | Check that the meeting still exists at that time. |
 
-These are workflow instructions for the Agent. Check the resulting schedules in **Routines**. Creating a routine does not subscribe to live app events.
+Stopping conditions are instructions for the Agent, not automatic expiry settings. Check that it pauses or removes the routine when the condition is met. Creating a routine does not subscribe to live app events.
 
 For a concrete sequence, see [Email and hiring](/developers/examples/email) or [Document filing](/developers/examples/document-filing).
 
-## Apply the same routine to several Agents
-
-The Routines page can apply one instruction and timing to selected Agents. Each gets an independent schedule in its own main conversation.
-
-**Select all** covers the Agents currently offered by the picker. It does not include Agents created later. Agents already using those instructions at another timing need an explicit selection to add another timing.
-
-Matching instructions, timing, and timezone are grouped for display. Editing one assignment can split it from its group. Removing one Agent's assignment does not remove the others.
-
-Saving across several Agents can partly succeed. Successful assignments stay saved. The editor lists the failures. Retry the remaining assignments there instead of creating the whole group again.
-
 ## What happens when it is due
 
 The message enters its target conversation as a separate follow-up. If that conversation is busy, it waits. If an earlier occurrence of the same routine is still queued, running, or awaiting approval, the scheduler waits rather than stacking duplicate work.
 
 In chat, the routine appears as a compact row on the right with a violet clock and scheduled time. Expand it for the instructions, routine ID, and any attachments. The Agent receives the full message even while the row is collapsed.
 
+See the [release review walkthrough](/developers/examples/release-review#return-when-new-evidence-is-ready) for an actual scheduled result.
+
 The main conversation uses the setup selected for the new turn. A routine in an existing delegated session uses that session's earlier setup. Results remain in the target conversation. Top-level routine results can also appear in [Inbox](/developers/inbox).
 
 ## Pause, edit, or remove it
@@ -69,6 +61,22 @@ One-time checks stop scheduling after their message is accepted. **Last run disp
 
 Deleting a target session removes its routines. Deleting an Agent removes all of its routines. Archiving a session is not a substitute for pausing its routines.
 
+## More routine controls
+
+<Accordion title="Schedule work in a delegated session">
+  Open the session and use its routine control. The sidebar routine editor targets main conversations.
+</Accordion>
+
+<Accordion title="Apply the same routine to several Agents">
+  The Routines page can apply one instruction and timing to selected Agents. Each gets an independent schedule in its own main conversation.
+
+  **Select all** covers the Agents currently offered by the picker. It does not include Agents created later. Agents already using those instructions at another timing need an explicit selection to add another timing.
+
+  Matching instructions, timing, and timezone are grouped for display. Editing one assignment can split it from its group. Removing one Agent's assignment does not remove the others.
+
+  Saving across several Agents can partly succeed. Successful assignments stay saved. The editor lists the failures. Retry the remaining assignments there instead of creating the whole group again.
+</Accordion>
+
 ## When a routine does not finish
 
 | What you see | What to do |
@@ -79,8 +87,10 @@ Deleting a target session removes its routines. Deleting an Agent removes all of
 | A run failed after starting | Inspect the conversation and partial outputs before continuing |
 | Usage allowance reached | Wait for the allowance to reset. Scheduling is deferred rather than treated as a successful run |
 
-Temporary delivery problems are retried with delays. Repeated delivery failures can pause the routine. Recurring runs do not replay every missed clock tick after a delay.
+<Accordion title="Retries, delays, and clock changes">
+  Temporary delivery problems are retried with delays. Repeated delivery failures can pause the routine. Recurring runs do not replay every missed clock tick after a delay.
 
-Choose a future local time for a one-time check. The editor rejects times that do not exist during a daylight-saving clock change. Review the timezone and next-run time before saving.
+  Choose a future local time for a one-time check. The editor rejects times that do not exist during a daylight-saving clock change. Review the timezone and next-run time before saving.
+</Accordion>
 
 For integrations, these records are called [Schedules in the API](/developers/api-ref/schedules).
diff --git a/content/docs/developers/threads-and-contexts.mdx b/content/docs/developers/threads-and-contexts.mdx
index 0a2737d..a905ed2 100644
--- a/content/docs/developers/threads-and-contexts.mdx
+++ b/content/docs/developers/threads-and-contexts.mdx
@@ -19,10 +19,12 @@ Use **Send now** to bring a queued correction into the work already running. If
 
 A queued message using a different saved Agent setup shows **Saved setup applies next turn** instead of **Send now** while the older turn is running.
 
-**Stop** stops the current run and pauses queued follow-ups. A failed run also pauses them. Use **Send now** on a paused message when you are ready to continue. Reloading or changing devices does not discard the server's queue.
+**Stop** stops the current run and pauses messages you queued. A failed run also pauses those messages. Use **Send now** on a paused message when you are ready to continue. Reloading or changing devices does not discard the server's queue.
 
 Stopping the main run does not stop delegated sessions or pause future routines. Stop those sessions and pause those routines separately when you want all related work to stop.
 
+Queued routine messages and returned session results can still start work. Stopping one run does not clear those deliveries.
+
 See [Chat](/features/chat#while-fluso-is-working) for the queue controls.
 
 ## Continue a large task
@@ -42,18 +44,20 @@ For a complex request, the main conversation can delegate complementary tasks to
 
 For a release review, separate sessions might inspect test evidence and customer-impact notes while the main conversation evaluates release criteria. Small tasks or edits to the same file may be better kept together.
 
-| Session type | Starting context |
-| --- | --- |
-| Fresh | Its assignment and the necessary inputs, without the main conversation's transcript |
-| Forked | Completed conversation context at the point of the fork, followed by its assignment |
+The main conversation can reuse a session, send corrections, cancel obsolete work, and request a result. Requested results return automatically. A delegated session cannot create more sessions.
 
-Both use the Agent setup selected when they are created and can use shared files and project memory. A fork does not copy running work or routines. Later messages and setup changes do not automatically propagate to an existing session.
+<Accordion title="What context does a session receive?">
+  | Session type | Starting context |
+  | --- | --- |
+  | Fresh | Its assignment and the necessary inputs, without the main conversation's transcript |
+  | Forked | Completed conversation context at the point of the fork, followed by its assignment |
 
-The main conversation can reuse a session, send corrections, cancel obsolete work, and request a result. Requested results return automatically. A delegated session cannot create more sessions.
+  Both use the Agent setup selected when they are created and can use shared files and project memory. A fork does not copy running work or routines. Later messages and setup changes do not automatically propagate to an existing session.
+</Accordion>
 
 ## Inspect sessions when useful
 
-When sessions exist, **Sessions** appears above the composer. It shows work that is queued, working, waiting for approval, idle, or needs attention. A fork icon marks inherited conversation context. **Uses an earlier setup** identifies a session created before a setup change.
+When sessions exist, **Sessions** appears above the composer. It shows work that is queued, working, waiting for approval, idle, or needs attention. **New result** marks an unread session result. A fork icon marks inherited conversation context. **Uses an earlier setup** identifies a session created before a setup change.
 
 Open a session to inspect its conversation. **Main conversation** takes you back. You can rename, archive, restore, or delete delegated sessions from their menus.
 
diff --git a/content/docs/features/chat.mdx b/content/docs/features/chat.mdx
index 8ece4e6..97c05ba 100644
--- a/content/docs/features/chat.mdx
+++ b/content/docs/features/chat.mdx
@@ -77,7 +77,7 @@ Two safeguards worth knowing. If a follow-up starts while you are still editing
 
 ### Stopping pauses the queue
 
-Stop the run with the square button and queued follow-ups pause instead of firing into a conversation you cut short. The same happens if the run fails. Paused follow-ups never start on their own: **Send now** runs one, **Edit** rewrites it first, **Cancel** clears it.
+Stop the run with the square button and messages you queued pause. The same happens if the run fails. Paused follow-ups never start on their own: **Send now** runs one, **Edit** rewrites it first, **Cancel** clears it. Routine messages and returned session results do not receive this pause.
 
 <Frame>
   <img src="/images/features/chat/tray-paused.png" alt="Two queued follow-ups marked with a Paused badge after the run was stopped." />
diff --git a/public/images/agents/create-from-chat.png b/public/images/agents/create-from-chat.png
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From 8eafdd5570207ff4961e3076bb0f326a5f5baea0 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Thu, 8 Oct 2026 19:21:58 +0200
Subject: [PATCH 04/18] docs: clarify routine cancellation and desktop import

---
 content/docs/developers/export-import-and-share-agents.mdx | 4 +++-
 content/docs/developers/schedules.mdx                      | 2 +-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/content/docs/developers/export-import-and-share-agents.mdx b/content/docs/developers/export-import-and-share-agents.mdx
index 3c640f8..d5bb4cc 100644
--- a/content/docs/developers/export-import-and-share-agents.mdx
+++ b/content/docs/developers/export-import-and-share-agents.mdx
@@ -42,7 +42,9 @@ This is a server-stored, revocable link. There is no YAML export or YAML import
 
 ## Import someone else's Agent
 
-Open a share link, review the setup, and import it with a name and destination project. You can also select **New Agent → Import from a shared link** and paste the link.
+Open a share link and review the setup. **Import Agent** opens Fluso, where you choose a name and destination project. Use **Get Fluso** if the app is not installed.
+
+Inside Fluso, you can also select **New Agent → Import from a shared link** and paste the link.
 
 The import creates a separate Agent. Included knowledge is copied, and included custom skills get distinct names so they do not overwrite existing skills. Missing reference files and unavailable skills still need attention.
 
diff --git a/content/docs/developers/schedules.mdx b/content/docs/developers/schedules.mdx
index 150da17..5427b04 100644
--- a/content/docs/developers/schedules.mdx
+++ b/content/docs/developers/schedules.mdx
@@ -55,7 +55,7 @@ The main conversation uses the setup selected for the new turn. A routine in an
 
 Use the routine's pause control to stop future occurrences, edit its instructions or timing, or delete it. Changing Agent instructions does not rewrite a routine's saved message. Review that message after a major workflow change.
 
-Changes do not retract work already admitted into the conversation. Stop that run or cancel its queued message separately if needed.
+Changes do not retract work already admitted into the conversation. Use **Cancel run** for an occurrence that is queued, running, or waiting for approval.
 
 One-time checks stop scheduling after their message is accepted. **Last run dispatched · outcome unavailable** does not mean the work completed successfully: inspect the result or run status.
 

From eb9d29af4cc6822a24521b3208ab616e1fb03e51 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Thu, 8 Oct 2026 20:07:53 +0200
Subject: [PATCH 05/18] docs: introduce Agents through everyday tasks

---
 AGENTS.md                                     |   2 +-
 README.md                                     |   4 +-
 app/(docs)/[[...slug]]/page.tsx               |  21 ++--
 content/docs/admin-panel.mdx                  |   2 +-
 content/docs/deployment-models.mdx            |   2 +-
 content/docs/developers/agent-builder.mdx     |  98 ++++++----------
 content/docs/developers/agent-description.mdx |  77 -------------
 .../developers/{ => api-ref}/architecture.mdx |   0
 content/docs/developers/api-ref/meta.json     |  11 +-
 content/docs/developers/api-ref/sharing.mdx   |   2 +-
 .../api-ref/threads-and-messages.mdx          |   4 +-
 content/docs/developers/api-ref/usage.mdx     |   2 +-
 .../developers/examples/custom-skills.mdx     |  80 +++++--------
 .../developers/examples/document-filing.mdx   |  67 +++++------
 content/docs/developers/examples/email.mdx    |  75 ++++++------
 content/docs/developers/examples/index.mdx    |  35 +++---
 content/docs/developers/examples/meta.json    |   9 +-
 .../docs/developers/examples/people-graph.mdx |  79 ++++++-------
 .../developers/examples/release-review.mdx    |  80 +++++--------
 .../export-import-and-share-agents.mdx        |  59 ----------
 .../docs/developers/guides/conversations.mdx  |  72 ++++++++++++
 content/docs/developers/guides/files.mdx      |  63 ++++++++++
 content/docs/developers/guides/inbox.mdx      |  37 ++++++
 content/docs/developers/guides/meta.json      |  12 ++
 content/docs/developers/guides/settings.mdx   |  75 ++++++++++++
 content/docs/developers/guides/sharing.mdx    |  58 ++++++++++
 content/docs/developers/improve.mdx           |  49 ++++++++
 content/docs/developers/inbox.mdx             |  37 ------
 content/docs/developers/index.mdx             |  81 +++----------
 content/docs/developers/meta.json             |  14 +--
 content/docs/developers/project-context.mdx   |  49 --------
 content/docs/developers/schedules.mdx         | 108 ++++++++----------
 .../docs/developers/threads-and-contexts.mdx  |  80 -------------
 content/docs/features/approvals.mdx           |   4 +-
 content/docs/features/chat.mdx                |   4 +-
 content/docs/features/mcp.mdx                 |   2 +-
 content/docs/features/memory.mdx              |   2 +-
 content/docs/features/open-architecture.mdx   |   2 +-
 content/docs/features/projects.mdx            |   2 +-
 content/docs/going-deeper.mdx                 |   2 +-
 content/docs/index.mdx                        |   2 +-
 content/docs/interface/composer.mdx           |   2 +-
 content/docs/meta.json                        |   2 +-
 public/_redirects                             |  46 +++++---
 public/images/agents/create-from-chat.png     | Bin 76094 -> 0 bytes
 public/images/agents/manager-setup.png        | Bin 170004 -> 0 bytes
 public/images/agents/meeting-brief.png        | Bin 0 -> 83879 bytes
 public/images/agents/meeting-create.png       | Bin 0 -> 75494 bytes
 public/images/agents/saved-refinement.png     | Bin 214704 -> 0 bytes
 49 files changed, 729 insertions(+), 785 deletions(-)
 delete mode 100644 content/docs/developers/agent-description.mdx
 rename content/docs/developers/{ => api-ref}/architecture.mdx (100%)
 delete mode 100644 content/docs/developers/export-import-and-share-agents.mdx
 create mode 100644 content/docs/developers/guides/conversations.mdx
 create mode 100644 content/docs/developers/guides/files.mdx
 create mode 100644 content/docs/developers/guides/inbox.mdx
 create mode 100644 content/docs/developers/guides/meta.json
 create mode 100644 content/docs/developers/guides/settings.mdx
 create mode 100644 content/docs/developers/guides/sharing.mdx
 create mode 100644 content/docs/developers/improve.mdx
 delete mode 100644 content/docs/developers/inbox.mdx
 delete mode 100644 content/docs/developers/project-context.mdx
 delete mode 100644 content/docs/developers/threads-and-contexts.mdx
 delete mode 100644 public/images/agents/create-from-chat.png
 delete mode 100644 public/images/agents/manager-setup.png
 create mode 100644 public/images/agents/meeting-brief.png
 create mode 100644 public/images/agents/meeting-create.png
 delete mode 100644 public/images/agents/saved-refinement.png

diff --git a/AGENTS.md b/AGENTS.md
index aa06945..9a0f3b9 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -13,7 +13,7 @@
 The navigation keeps Home first and sorts the top-level sections alphabetically. Agents follows the user journey. Other sections keep their existing order:
 
 - **Administration** - `/admin-panel`. Browser-admin access, dashboards, governance records, runtime controls, and network policy.
-- **Agents (Beta)** - `/developers/*`. Guides cover creation and refinement, capabilities, the main conversation and delegated sessions, files and context, routines, Inbox, and sharing. Architecture and the beta client API reference live here too, with API pages under `/developers/api-ref/*`.
+- **Agents (Beta)** - `/developers/*`. Start with a familiar task, then improvement and scheduling. Keep Examples, More about Agents (`/developers/guides/*`), and For developers (`/developers/api-ref/*`) collapsed by default. Introduce features when they help the reader's current task. Keep prompts natural and explain terms before using them.
 - **App setup** - `/integrations/{github, gmail, google-calendar, slack}`. Per-app permissions and prompts, not feature pages. All of them connect through the Apps tab of the Add MCP dialog.
 - **Deployment models** - `/deployment-models`. Current availability and operating boundaries for Fluso Cloud, dedicated AWS VPC, planned Azure VNet, and scoped on-premises deployments.
 - **Features** - `/features/*`. Approvals and permissions, Apps and MCP servers, Chat, Confidential mode, Imports, Memory, Projects, Skills, and Tasks.
diff --git a/README.md b/README.md
index c69b6ad..010396c 100644
--- a/README.md
+++ b/README.md
@@ -38,7 +38,9 @@ Check both sides when updating the guides:
 
 The examples use generalized patterns from a read-only review of development conversations, tool results, and saved files. They contain no account transcripts, customer data, or credentials. Custom service examples describe prerequisites rather than built-in capabilities.
 
-The release-review walkthrough and six product screenshots come from the same `dev` revisions running locally with a Clerk test account and real model calls. The workflow covered chat-based creation, file uploads, two delegated reviews, a saved Manager refinement, a corrected report, a one-time routine, and its Inbox result. Its inputs were this documentation draft and its validation report. The cookie-consent dependency was built from its genuine `v1.0.0` source because private-registry access was unavailable. No responses or product states were mocked.
+The reading path starts with one meeting-preparation task, then refinement and scheduling. Examples, detailed behavior, and developer reference are separate, collapsed sidebar groups. Introduce a feature when it helps the reader do something. Use natural requests and explain necessary terms where they first appear.
+
+Five product screenshots come from these `dev` revisions running locally with a Clerk test account and real model calls. The first walkthrough uses clearly identified sample workshop notes, including a correction to the Agent's cost assumptions. The longer launch-review example used this documentation draft and its validation report. It covered file uploads, separate working sessions, Manager refinement, a one-time routine, and Inbox. The cookie-consent dependency was built from its genuine `v1.0.0` source because private-registry access was unavailable. No responses or product states were mocked.
 
 Use source behavior over old release notes. Remove retired pages from navigation and add their replacements to `public/_redirects`, including markdown export URLs. Cloudflare Pages serves these redirects; Next's local dev server does not.
 
diff --git a/app/(docs)/[[...slug]]/page.tsx b/app/(docs)/[[...slug]]/page.tsx
index 06ff2e3..b32177b 100644
--- a/app/(docs)/[[...slug]]/page.tsx
+++ b/app/(docs)/[[...slug]]/page.tsx
@@ -24,18 +24,23 @@ export default async function Page(props: PageParams) {
 
   const MDX = page.data.body;
   const markdownUrl = getPageMarkdownUrl(page).url;
+  const isAgentGuide = page.slugs[0] === 'developers' && page.slugs[1] !== 'api-ref';
 
   return (
     <DocsPage toc={page.data.toc} full={page.data.full}>
       <DocsTitle>{page.data.title}</DocsTitle>
-      <DocsDescription className="mb-0">{page.data.description}</DocsDescription>
-      <div className="flex flex-row gap-2 items-center border-b pb-6">
-        <MarkdownCopyButton markdownUrl={markdownUrl} />
-        <ViewOptions
-          markdownUrl={markdownUrl}
-          githubUrl={`https://github.com/${gitConfig.user}/${gitConfig.repo}/blob/${gitConfig.branch}/content/docs/${page.path}`}
-        />
-      </div>
+      <DocsDescription className={isAgentGuide ? undefined : 'mb-0'}>
+        {page.data.description}
+      </DocsDescription>
+      {!isAgentGuide && (
+        <div className="flex flex-row gap-2 items-center border-b pb-6">
+          <MarkdownCopyButton markdownUrl={markdownUrl} />
+          <ViewOptions
+            markdownUrl={markdownUrl}
+            githubUrl={`https://github.com/${gitConfig.user}/${gitConfig.repo}/blob/${gitConfig.branch}/content/docs/${page.path}`}
+          />
+        </div>
+      )}
       <DocsBody>
         <MDX
           components={getMDXComponents({
diff --git a/content/docs/admin-panel.mdx b/content/docs/admin-panel.mdx
index c6a580e..3403be5 100644
--- a/content/docs/admin-panel.mdx
+++ b/content/docs/admin-panel.mdx
@@ -45,7 +45,7 @@ The **Admin** organization role does not grant access to Fluso Admin. Panel acce
 
 Each governance event records the actor, action, target, detail, and time. Current action types cover Microsoft Entra metadata, tenant configuration, teams, roles, access requests, and Agent access records.
 
-This is not an Agent activity trace or a complete record of Admin mutations. It does not show tool calls, logins, prompts, document edits, messages, files, knowledge graphs, runtime controls, Sponsored Confidential changes, or network-policy changes. Inspect the Agent's conversation and [Inbox](/developers/inbox) for work and failures, or use the [Runs API](/developers/api-ref/runs) for recorded request state.
+This is not an Agent activity trace or a complete record of Admin mutations. It does not show tool calls, logins, prompts, document edits, messages, files, knowledge graphs, runtime controls, Sponsored Confidential changes, or network-policy changes. Inspect the Agent's conversation and [Inbox](/developers/guides/inbox) for work and failures, or use the [Runs API](/developers/api-ref/runs) for recorded request state.
 
 ## Runtime and user controls
 
diff --git a/content/docs/deployment-models.mdx b/content/docs/deployment-models.mdx
index 26f67ce..dc29e58 100644
--- a/content/docs/deployment-models.mdx
+++ b/content/docs/deployment-models.mdx
@@ -63,4 +63,4 @@ Traces can include prompt and response text. For a dedicated or on-premises depl
 - Treat Azure VNet as future availability, not a current option.
 - Scope on-premises only after Fluso validates the infrastructure, residency, provider, telemetry, and support requirements.
 
-For a custom deployment, [contact Fluso](mailto:sales@premai.io). For the component boundaries behind these models, read [Architecture](/developers/architecture).
+For a custom deployment, [contact Fluso](mailto:sales@premai.io). For the component boundaries behind these models, read [Architecture](/developers/api-ref/architecture).
diff --git a/content/docs/developers/agent-builder.mdx b/content/docs/developers/agent-builder.mdx
index 2bc13bb..1ef18dd 100644
--- a/content/docs/developers/agent-builder.mdx
+++ b/content/docs/developers/agent-builder.mdx
@@ -1,93 +1,63 @@
 ---
-title: Create and refine an Agent
-sidebarTitle: Create and refine
+title: Your first Agent
 icon: bot
-description: Describe a recurring job, try it with real input, and improve the same Agent over time.
+description: Turn a few meeting notes into a brief you can use.
 ---
 
-An Agent is a saved assistant for a particular job. It keeps its instructions, capabilities, reference files, and one main conversation. Use ordinary [chat](/features/chat) for a one-off request. Use an Agent when you want to return to the same responsibility.
+Let's make an assistant for meeting preparation. You supply the notes. It helps you see what matters and what you need to decide.
 
-<Note>
-  These guides describe the current development build. Agents is available in Fluso Dev and in builds where it has been enabled. If **Agents** is missing from your sidebar, your build has not enabled it.
-</Note>
+You can try this with pasted text, so there is no account to connect first.
 
-## Create from a conversation
+## 1. Describe the help you want
 
-1. Switch to **Agents** in the sidebar and select **New Agent**.
-2. Choose a project for its files. **Home** is the default project.
-3. Describe the job in the message box and send it.
+Select **Agents → New Agent**. Leave the project as **Home** for this walkthrough.
 
-> *"Create a release reviewer. Compare the release notes, test results, and open blockers I provide. Return a go/no-go recommendation with evidence, unresolved risks, and owners. Ask when the evidence conflicts. Do not publish or contact anyone."*
+Write this in the message box:
 
-<Frame caption="Start with the job, its inputs, and the actions the Agent must avoid.">
-  <img src="/images/agents/create-from-chat.png" alt="New Agent page with a release reviewer request in the message box." />
-</Frame>
-
-That first message starts the Agent's **Manager** conversation. The Manager names the Agent and saves its setup. As it is created, its name appears in the sidebar and its setup appears beside the conversation. You can keep refining it there.
+> *"Help me prepare for meetings. I'll share notes, agendas, and documents. Give me a short brief with what matters, what we need to decide, and a few questions worth asking. If something important is missing, tell me. Keep everything here. Don't contact anyone."*
 
-Check the saved instructions and capabilities, then select **Launch agent** to open its main conversation. Creation does not run the job or create a routine.
+Send the message.
 
-<Frame caption="The Manager saved the reviewer with document skills and no connected apps. Launch agent opens its main conversation.">
-  <img src="/images/agents/manager-setup.png" alt="Release Reviewer Manager conversation beside saved instructions, document skills, project, response mode, and Launch agent." />
+<Frame caption="Describe the job in your own words. You can change it later.">
+  <img src="/images/agents/meeting-create.png" alt="New Agent message box with a request for help preparing for meetings." />
 </Frame>
 
-If you prefer direct controls, **Fill in a form instead** on New Agent opens the same setup fields without a creation conversation.
-
-If you leave before creation finishes, return to **New Agent → Continue setup**. An unfinished setup stays there until you resume or delete it.
-
-## Start from a Fluso example
-
-**My Agents** and **New Agent** also offer starting points:
-
-| Starting point | First useful input |
-| --- | --- |
-| Research brief | A question, options, constraints, and any sources you already have |
-| Project follow-through | Meeting notes, project updates, or a task export |
-| Inbox triage | Your connected Google Workspace account and the inbox and date range to review |
-| Document review | A document, its audience, and the outcome you need |
-
-Preview the setup and create your own copy. If a required app is missing or disconnected, the Manager helps finish setup. Otherwise, the copy opens its main conversation. Changes to the Fluso example do not overwrite your copy.
+Fluso opens a setup conversation called **Manager**. It gives the Agent a name and saves instructions for how it should help.
 
-## Try the first real task
+Read the setup beside the conversation. Ask for a change there if needed. Select **Launch agent** when you are ready.
 
-Give the Agent the input it needs, not another request to create itself.
+## 2. Give it something to work on
 
-> *"Review these release notes and the attached test report. The release is Thursday. Identify blockers and give me a recommendation. Do not assume a missing test passed."*
+You are now in the Agent's working conversation. Paste your meeting notes, or try these sample notes:
 
-Read the answer and open any delivered files. Check sources, missing information, and the requested output. Try a follow-up that changes an assumption, then a case with incomplete evidence.
+> *"Help me get ready for tomorrow's planning meeting.*
+>
+> *We're organizing a half-day workshop for 18 new colleagues next month. We have €1,200. The office room is free but seats 12. A nearby venue seats 24 and costs €450. We want a welcome session and a practical exercise. Lunch and the facilitator are undecided.*
+>
+> *What do we need to settle in the meeting? Keep the brief short enough to read in two minutes."*
 
-Follow the [release review walkthrough](/developers/examples/release-review) for a complete example with actual results.
+Read the brief against your notes. It should notice the seating problem and leave undecided plans open.
 
-For work that could send a message or change another app, ask for a draft and review it first. Choose **Ask me first** when you want tool approval. See [Approvals and permissions](/features/approvals).
+## 3. Keep the conversation going
 
-## Refine the same Agent
+In our run, the Agent estimated costs we had not supplied. We corrected that and gave it a change to work with:
 
-The main conversation does the work. The **Manager** changes how that Agent is set up and can review its conversations to diagnose a problem.
+> *"We can use the larger office room after all. It seats 20 and is free. We don't have prices for lunch or a facilitator yet. Keep those as open questions and update the brief."*
 
-From a chat, select the **Edit agent** pencil to open the setup page. Choose **Manager** to explain a change, or **Edit** to change the fields yourself. The Agent's actions menu also offers **Modify**, which opens its Manager.
+We also asked for a shorter version: three decisions, the missing costs, and one question to ask first.
 
-> *"The last review treated missing evidence as a pass. Change the instructions so missing evidence is listed as unresolved, while preserving the rest of the review format."*
-
-Saved changes apply to the main conversation on its **next turn**. Keep using that conversation. A turn already running and delegated sessions already created retain their earlier setup.
+<Frame caption="The shorter brief keeps the decisions and unknown costs clear. This is a real run with sample notes.">
+  <img src="/images/agents/meeting-brief.png" alt="Meeting Prep updates the workshop brief after a room change and a correction about unknown costs." />
+</Frame>
 
-If you queue a message with changed setup while an older turn runs, it shows **Saved setup applies next turn**. It waits rather than changing the active turn. You can still edit or cancel it.
+You can correct details, attach another document, or ask for a shorter answer in the same conversation. Select the Agent in the sidebar to return later.
 
-To undo a change, tell the Manager exactly what to restore or edit the saved fields. There is no version-history or rollback screen in the current UI.
+When you find a way of working you want to keep, [teach it your preferences](/developers/improve).
 
-<Accordion title="Make a chat correction permanent">
-  A successful follow-up can reveal a rule worth saving. For example, you might refine reply recipients or a document filing rule over several turns.
+<Accordion title="Other ways to start">
+  **My Agents** and **New Agent** offer Fluso starting points for research, project follow-through, inbox triage, and document review. Preview one to create your own copy. Manager helps with missing app connections.
 
-  > *"Review the corrections in our main conversation. Save the agreed workflow in this Agent. Keep temporary exceptions out of its standing instructions."*
+  **Fill in a form instead** lets you enter the setup directly. **Continue setup** lets you return to an unfinished creation.
 
-  Review the saved changes. Check existing routines for old instructions that conflict with the new workflow.
-  Use a custom skill for a reusable method that needs longer references or scripts.
-  See [Custom skills and services](/developers/examples/custom-skills).
+  For work with its own files, choose a project before starting. See [Files and memory](/developers/guides/files).
 </Accordion>
-
-## Keep or remove it
-
-Star an Agent to find it quickly. **Change appearance** changes its avatar without changing its instructions. **Duplicate** copies its setup and knowledge files. Conversations and routines start fresh.
-
-**Delete** permanently removes the Agent, its conversations, routines, and [public share link](/developers/export-import-and-share-agents). Copies other people already imported remain independent. Project files are separate. Deleting an Agent is not a project cleanup.
-
-Next: [Setup and capabilities](/developers/agent-description), [Conversations and sessions](/developers/threads-and-contexts), or [Routines](/developers/schedules).
diff --git a/content/docs/developers/agent-description.mdx b/content/docs/developers/agent-description.mdx
deleted file mode 100644
index 9de1af3..0000000
--- a/content/docs/developers/agent-description.mdx
+++ /dev/null
@@ -1,77 +0,0 @@
----
-title: Setup and capabilities
-sidebarTitle: Setup and capabilities
-icon: sliders-horizontal
-description: Set instructions, skills, app access, reference files, and response defaults for an Agent.
----
-
-Open an Agent's setup from the **Edit agent** pencil in its chat. **Manager** lets you refine it in conversation. **Edit** opens the form. Both change the same saved setup.
-
-## Write instructions that describe the job
-
-The first line is the short purpose shown in Agent lists. There are no separate description or goal fields.
-
-Include the outcome, useful inputs, how to handle uncertainty, and any boundary that matters for the job. Markdown headings and lists render in the setup page. Expand **Instructions** to read the full text.
-
-> *"Review release readiness using the supplied notes, test results, and issue links. Separate confirmed blockers from missing evidence. Give a recommendation with sources and owners. Ask me to resolve conflicting priorities. Prepare communications as drafts for my review."*
-
-| Setting | What it controls |
-| --- | --- |
-| Name | The label in the sidebar and chat |
-| Purpose and instructions | Standing behavior and the expected result |
-| Conversation starters | Up to three suggested first messages. They do not run automatically |
-| Knowledge files | Saved reference copies for this Agent |
-| Skills | Guides and tools the Agent can use |
-| Connectors | Which connected apps or MCP servers the Agent may use |
-| Responses | **High** for deeper reasoning, or **Fast** for quicker responses |
-| Project | Where the main conversation is placed when first created |
-
-The Agent's response mode is controlled here, rather than changed independently in its main chat composer.
-
-<Accordion title="Field limits">
-  Names are limited to 64 characters and must be unique in your library. Instructions allow 4,000 characters. Each starter allows 200 characters. Use knowledge files for longer reference material.
-</Accordion>
-
-## Select skills
-
-A form-created Agent starts with all available skills. You can narrow that selection, including turning every skill off. An unrestricted selection also includes skills installed later.
-
-The Manager and Fluso starting points choose skills for the job. Check the resulting selection rather than assuming every Agent has the same capabilities.
-
-A custom skill is a shared workspace file. Editing it can affect other chats or Agents that use it. Ask the Manager for a separate skill when a change should apply only to this Agent.
-
-## Grant app access
-
-Connections are managed under **Plugins → MCP**. The Agent editor calls its selection **Connectors**.
-
-| Agent setting | Behavior |
-| --- | --- |
-| Allowed | The Agent may use that connection, subject to account access and tool approvals |
-| Read only | The Agent may use tools classified as read-only |
-| Not selected | The Agent cannot use that connection through its app tools |
-
-Adding a connection to an Agent defaults it to **Allowed**, including when the Manager creates the Agent. Existing read-only restrictions stay until you change them. An empty selection does not grant every connection.
-
-Three separate conditions control app use:
-
-1. The Agent's capabilities include the connection.
-2. Your account has access to the app.
-3. The requested action passes the chat's approval rules and organization policies.
-
-**Allowed** does not mean connected, and it does not bypass those policies.
-
-To prepare an email or another external action for review, ask for a draft and use **Ask me first**. If a tool is unavailable, check [Apps & MCP](/features/mcp) and [Approvals and permissions](/features/approvals) before rewriting the Agent.
-
-## Understand when changes apply
-
-| Change | Effect |
-| --- | --- |
-| Save instructions, capabilities, or knowledge selection | The next turn in the main conversation uses the saved setup |
-| Save while a turn is running | That turn continues with its accepted setup |
-| Change setup after a session was delegated | That existing session keeps its earlier setup |
-| Edit a shared skill file | Existing conversations can read the changed file |
-| Change the project setting | Existing conversations and files stay where they are |
-
-A conflicting save from another tab asks you to review the latest setup. Do not overwrite it without checking the other changes.
-
-The Manager's role is to refine this Agent. That separation is not a private filesystem for each Agent: workspace files remain shared within your account. See [Files and context](/developers/project-context).
diff --git a/content/docs/developers/architecture.mdx b/content/docs/developers/api-ref/architecture.mdx
similarity index 100%
rename from content/docs/developers/architecture.mdx
rename to content/docs/developers/api-ref/architecture.mdx
diff --git a/content/docs/developers/api-ref/meta.json b/content/docs/developers/api-ref/meta.json
index b02e95e..7bf9642 100644
--- a/content/docs/developers/api-ref/meta.json
+++ b/content/docs/developers/api-ref/meta.json
@@ -1,15 +1,16 @@
 {
-  "title": "API ref",
+  "title": "For developers",
   "icon": "code-xml",
   "defaultOpen": false,
   "pages": [
-    "agents-and-versions",
+    "architecture",
     "authentication",
-    "files-and-projects",
-    "runs",
+    "agents-and-versions",
+    "threads-and-messages",
     "schedules",
+    "runs",
+    "files-and-projects",
     "sharing",
-    "threads-and-messages",
     "usage"
   ]
 }
diff --git a/content/docs/developers/api-ref/sharing.mdx b/content/docs/developers/api-ref/sharing.mdx
index 2a46ff7..f38dace 100644
--- a/content/docs/developers/api-ref/sharing.mdx
+++ b/content/docs/developers/api-ref/sharing.mdx
@@ -29,7 +29,7 @@ Publishing and refreshing accept a selection:
 
 Use IDs from share options for skills, knowledge names for `knowledgeFiles`, and server IDs for `connectors`. Instructions and portable settings are included even with empty selections. Selected skill folders and knowledge contents share limits of 20 MiB and 512 regular files. Symbolic links are rejected. Custom connection URLs with query parameters are excluded from share options.
 
-Review all selected contents and connection URLs before publishing. Stored authentication, conversations, routines, and project files are not bundled. See [Sharing and copies](/developers/export-import-and-share-agents) for the recipient experience.
+Review all selected contents and connection URLs before publishing. Stored authentication, conversations, routines, and project files are not bundled. See [Sharing and copies](/developers/guides/sharing) for the recipient experience.
 
 ## Preview and import
 
diff --git a/content/docs/developers/api-ref/threads-and-messages.mdx b/content/docs/developers/api-ref/threads-and-messages.mdx
index d9e9a54..b556a4e 100644
--- a/content/docs/developers/api-ref/threads-and-messages.mdx
+++ b/content/docs/developers/api-ref/threads-and-messages.mdx
@@ -68,6 +68,6 @@ Thread and message responses use snake_case. Message `content` and `metadata` ca
 
 Use the messages endpoint above when reconnecting or keeping a copy of a conversation. Routine metadata identifies its scheduled origin. Collapsing it in the UI does not remove its full instructions from history.
 
-Agent and role bindings are fixed at creation. The main conversation uses the current Agent setup on a later turn. Delegated sessions keep their creation setup. The thread endpoints cannot archive or delete the main conversation. Deleting its project also removes it, as explained in [Files and context](/developers/project-context).
+Agent and role bindings are fixed at creation. The main conversation uses the current Agent setup on a later turn. Delegated sessions keep their creation setup. The thread endpoints cannot archive or delete the main conversation. Deleting its project also removes it, as explained in [Files and context](/developers/guides/files).
 
-For user-facing behavior, see [Conversations and sessions](/developers/threads-and-contexts).
+For user-facing behavior, see [Conversations and sessions](/developers/guides/conversations).
diff --git a/content/docs/developers/api-ref/usage.mdx b/content/docs/developers/api-ref/usage.mdx
index 1bb9622..501bb71 100644
--- a/content/docs/developers/api-ref/usage.mdx
+++ b/content/docs/developers/api-ref/usage.mdx
@@ -141,4 +141,4 @@ curl "$FLUSO_API/v1/token-usage/entries?threadId=thread_agent_release&limit=100"
 
 ## Next
 
-Correlate costs with [Runs](/developers/api-ref/runs), or review the service boundaries in [Architecture](/developers/architecture).
+Correlate costs with [Runs](/developers/api-ref/runs), or review the service boundaries in [Architecture](/developers/api-ref/architecture).
diff --git a/content/docs/developers/examples/custom-skills.mdx b/content/docs/developers/examples/custom-skills.mdx
index 642a1a6..353ce82 100644
--- a/content/docs/developers/examples/custom-skills.mdx
+++ b/content/docs/developers/examples/custom-skills.mdx
@@ -1,77 +1,57 @@
 ---
-title: Teach a custom workflow
-sidebarTitle: Custom skills and services
-icon: blocks
-description: Give an Agent reusable instructions for a connected wiki or a service that needs its own setup.
+title: Help with the team wiki
+icon: book-open
+description: Find the right page and improve it without losing what the team still needs.
 ---
 
-A custom skill saves a method the Agent can reuse.
-It can contain instructions, references, and scripts. It does not connect an account or grant access by itself.
+A team wiki is useful only if people can find the right information. An Agent can help answer questions and keep pages clear.
 
-## Start from the connected tools
+This example uses Confluence through an MCP connection, which lets Fluso use another app's tools. The available actions depend on that connection and your account.
 
-Suppose your company wiki uses a custom Confluence MCP connection.
-Add the connection under **Plugins → MCP**, then select it for the Agent.
+## Start with a question
 
-Ask the Manager to inspect the available tools and define the job:
+Add the connection under **Plugins → MCP**. Select it for the Agent.
 
-> *"Create a wiki assistant for this connection. Check the spaces it can access. Help people find pages and prepare updates with source links."*
+> *"Help our team find answers in Confluence. Read the relevant pages and link to the source. If pages disagree, point that out instead of choosing an answer for us."*
 
-Keep the instructions clear about writes:
+Try a question with an answer you can check:
 
-> *"Make the exact edits I request. Show proposed changes before unrelated edits. Ask before deleting pages or changing access."*
+> *"Where should a new colleague put customer meeting notes? Show me the page that explains it."*
 
-The available operations depend on that MCP server and your account permissions.
-A tool listed in a catalog does not prove that every target is accessible.
+## Improve a page
 
-## Save a reusable method
+Once it can find the right material, give it a specific edit:
 
-> *"Create a skill for this wiki connection. Explain how to find the correct page, read its current content, and check an update. Use the actual tool schemas."*
+> *"Make this team's home page easier for a new colleague to use. Explain where documents belong and keep the existing links and activity sections."*
 
-The skill should describe how to preserve content that the task does not replace.
-For a wiki home page, this can include navigation, attachments, and existing search or activity widgets.
+Read the proposed changes before you expand the work to other pages. Page edits need write access and follow your [approval settings](/features/approvals).
 
-The Manager can create skills while refining an Agent. Agents with the needed workspace access can also create them during work.
-Check that the Agent's skill selection includes the new skill.
+## Teach it the team's method
 
-<Accordion title="Keep a skill's scope clear">
-  Skills are workspace files. Other chats and Agents can use the same skill when their selection permits it.
-  Create a separate skill when a change should apply only to one workflow.
+If you repeat the same guidance, ask **Manager** to save it as a **skill**. A skill is a reusable set of instructions, with supporting files when needed.
 
-  Keep credentials out of skill text and examples. Use the connection's authentication flow or the service's supported credential setup.
-  A skill can describe a tool that the Agent still lacks permission to call.
-</Accordion>
-
-## Apply the method to a real page
-
-> *"Update this team's home page for new colleagues. Explain where their documents belong. Preserve the existing activity widgets. Give me the updated page link."*
+> *"Save our approach to wiki updates as a skill. Read the page first, preserve useful sections, and check the links after editing. Use it for this Agent."*
 
-Check the page after the update. Expand to other spaces only after you approve the structure.
-Give each space its own purpose and examples rather than copying an identical introduction everywhere.
+Check that the Agent's selected skills include it. A skill does not grant access to an app.
 
-The Agent can package a custom skill for others to use. Review its full contents before you [share the Agent](/developers/export-import-and-share-agents).
+<Accordion title="When several Agents use the same skill">
+  Custom skills are shared files in your workspace. Editing one can affect other Agents that use it.
 
-## Extend an Agent with another service
+  Ask for a separate skill if the change should apply only to this Agent. Keep account credentials out of the skill's instructions and files.
 
-The same approach can support a service outside your current connections.
-For example, an outbound calling workflow needs a calling provider, account access, and a usable integration.
-Phone calling is not a built-in promise of every Agent.
+  You can include a custom skill when you [share an Agent](/developers/guides/sharing). Review the whole folder before sharing.
+</Accordion>
 
-<Accordion title="Example: a pre-meeting phone briefing">
-  First verify the calling setup with a number and purpose you authorize.
-  Check whether the call connected, reached voicemail, or failed. A provider accepting a request does not prove a person heard it.
+<Accordion title="What about a job such as making phone calls?">
+  An Agent can use other services when you provide a working integration and account access. Calling is not built into every Agent.
 
-  With that setup in place, ask for a bounded workflow:
+  For example, a phone briefing needs a calling provider, a connected account, and your permission to call the chosen number.
 
-  > *"Each morning, review today's calendar. Prepare briefs for confirmed meetings. Call my verified number ten minutes before each meeting. Retry an unanswered call once."*
+  After you confirm that setup works:
 
-  Specify the timezone and the information the caller may disclose.
-  Recheck the event before each call. Cancel or change its planned briefing when the meeting moves.
+  > *"Prepare a brief for each confirmed meeting tomorrow. Call my number ten minutes before it starts and keep the briefing under two minutes."*
 
-  This can combine a daily routine with one-time routines. It is not a live calendar subscription.
-  Busy conversations, approvals, and service failures can delay execution.
+  Agree what information it may say aloud and whether it may leave voicemail. A request accepted by the provider does not prove you heard the call.
 
-  Review pending routines when your plans change. Keep a written brief available if the call does not reach you.
+  Check scheduled calls when meetings move. Routines check at set times, so approvals, other work, and service failures can delay them. Keep a written brief available too.
 </Accordion>
-
-See [Skills](/features/skills) for skill files and [Routines](/developers/schedules) for schedule controls.
diff --git a/content/docs/developers/examples/document-filing.mdx b/content/docs/developers/examples/document-filing.mdx
index 362c0ff..377b0bc 100644
--- a/content/docs/developers/examples/document-filing.mdx
+++ b/content/docs/developers/examples/document-filing.mdx
@@ -1,64 +1,57 @@
 ---
-title: File customer documents
-sidebarTitle: Document filing
+title: Organize customer documents
 icon: folders
-description: Organize sent attachments, track completed work, and keep ambiguous documents visible without stopping the whole job.
+description: Make proposals and attachments easier to find after you send them.
 ---
 
-An Agent can copy proposals and project documents from sent email into customer folders in Google Drive.
-Use a named destination and a record of completed work so repeat runs can avoid duplicate files.
+Customer documents often stay buried in sent email. An Agent can copy them into the right Google Drive folders and keep track of what it already filed.
 
-## Define the responsibility
+This job needs a [Google Workspace connection](/integrations/gmail) with **Allowed** access, because it writes files to Drive.
 
-Connect Google Workspace. Select it in the Agent's capabilities with **Allowed** access.
-The Agent needs mailbox reads and Drive writes. **Read only** would block the Drive writes too.
+## Start with one week
 
-> *"Copy project documents from my sent email into Customer Documents in Drive. Keep the original filenames. Never change email. Do not touch other Drive folders."*
+Give the Agent a destination and a rule for uncertainty:
 
-Add a rule for uncertain documents:
+> *"Help me organize customer documents. Copy proposals and project documents from my sent email into the Customer Documents folder in Drive. Keep the original filenames. If you can't tell which customer a file belongs to, ask me. Don't change my email."*
 
-> *"Use recipient and document evidence to identify the customer. Put ambiguous documents in Needs Review. Record blocked items. Continue with the rest."*
+For its first task:
 
-Choose [approval settings](/features/approvals) for the permitted writes. Instructions describe the workflow, while connection and tool policies control access.
+> *"Start with last week's sent mail. Leave out signature images and internal messages. Show me where you put each document."*
 
-## Test a small filing run
+Open a few saved files. Check both the content and the customer folder.
 
-> *"Process last week's sent mail first. Skip signature images and internal-only messages. Report the destination of every copied document."*
+## Resolve the awkward cases
 
-Open a few destination files. Check that they contain the expected document and belong to the correct customer.
-Check the items set aside for review as well.
+Two customers may have similarly named files. Some documents may not identify a customer at all.
 
-Ask the Agent to maintain a manifest, a file that records each document's source, destination, and status.
-Record each attachment separately because one email can contain several documents.
+You can give it a place to keep those questions:
 
-<Accordion title="Handle duplicates and filename conflicts">
-  Distinguish an attachment already copied from a different attachment with the same filename.
+> *"Put anything uncertain in a Needs Review folder and tell me why. Keep going with the documents you can identify."*
 
-  > *"Skip attachments already recorded as filed. If a different document has the same name, keep both with a clear date or version."*
+Answer a question in the same conversation:
 
-  Preserve source message and attachment identifiers in the manifest.
-  A later retry should check the destination before it repeats a write with an uncertain result.
-</Accordion>
+> *"Those two proposals belong to North Studio. Move them into that customer's folder."*
+
+Ask **Manager** to save a filing rule when it should apply next time.
 
-## Resolve exceptions without restarting
+## Make repeat work safe
 
-Answer an ambiguity in the main conversation:
+Ask it to keep a record of each document's source and destination:
 
-> *"The two documents in Needs Review belong to Customer North. File them there and update their manifest entries."*
+> *"Keep track of what you've filed so we don't get duplicates. If a different document has the same filename, keep both with a clear date."*
 
-A blocked download is different from an unknown customer. Record both reasons if both apply.
-For an attachment the connection cannot retrieve, upload it yourself or provide another accessible copy.
+A file it cannot download should stay on the unfinished list. You can provide another copy or upload it yourself.
 
-Do not treat a completed run as proof that every item succeeded. Check the counts for filed, unresolved, and failed items.
+Once the first run looks right:
 
-## Schedule the repeat run
+> *"Do this every night at 3 AM Chicago time. Check new sent mail since the last completed review. Tell me about anything that still needs my help."*
 
-After the first run works, request the timing in the main conversation:
+Check the saved timezone in **Routines**. A night with no new documents is a valid result.
 
-> *"Run daily at 3 AM America/Chicago. Process new sent attachments since the last completed scan. Recheck unresolved items only when there is a useful next step."*
+<Accordion title="If a run stops halfway through">
+  Ask the Agent to check its record and the destination folders before it copies anything again.
 
-Record the completed scan range separately from the newest document filed. A scan with no new documents still covers a period.
-Keep unresolved items visible when the date range advances.
+  It should track individual attachments, since one email can contain several files. An empty review period still counts as checked.
 
-Review the routine in **Routines**. A day with no new files is a valid result.
-Use [Inbox](/developers/inbox) to find failures and approval requests.
+  Keep unresolved documents on the list even when later mail has been processed.
+</Accordion>
diff --git a/content/docs/developers/examples/email.mdx b/content/docs/developers/examples/email.mdx
index 4948a77..92ac073 100644
--- a/content/docs/developers/examples/email.mdx
+++ b/content/docs/developers/examples/email.mdx
@@ -1,72 +1,65 @@
 ---
-title: Email triage and hiring
-sidebarTitle: Email and hiring
+title: Stay on top of email
 icon: mail
-description: Move from a useful inbox review to saved draft rules and a bounded reply-check routine.
+description: Find what needs your attention, then prepare replies you can review.
 ---
 
-An email Agent can separate messages that need your decision from messages that need no reply.
-Connect [Google Workspace](/integrations/gmail), then select that connection in the Agent's capabilities.
+After a busy day, the hard part is often deciding which messages still need you.
 
-## Start with a review
+An inbox Agent can read the recent conversation, identify an unanswered request, and help you write a reply.
 
-Create an Agent with this responsibility:
+Connect [Google Workspace](/integrations/gmail) and select it in the Agent's [app access](/developers/guides/settings#grant-app-access).
 
-> *"Find mail that needs my attention. Read the latest thread before you recommend a reply. Keep the list short. Do not change my mailbox."*
+## Give it a clear job
 
-Give its main conversation a bounded first task:
+In **New Agent**, describe the help you want:
 
-> *"Review the last 24 hours. Show each unresolved request, its source, and the smallest next step. Draft replies here."*
+> *"Help me stay on top of email. Find messages that need a decision or reply from me. Explain why each one matters and suggest a response. Don't change my mailbox."*
 
-Check whether a later reply already resolved each request. Check recipients, deadlines, and factual claims in the drafts.
-An empty attention list can be the correct result.
+Start its working conversation with a small request:
 
-## Refine the draft workflow
+> *"Look at yesterday's mail. What still needs me? Leave out anything that was resolved later in the conversation."*
 
-When the replies are useful, you can ask for drafts inside Gmail:
+The result should help you choose what to do next. Check a few source conversations, including one the Agent says needs no action.
 
-> *"Save these as replies in their original Gmail threads. Keep the reply-all recipients. Label them 'Review draft'. Do not send them."*
+## Shape the replies
 
-Creating drafts and changing labels are writes. The connection needs **Allowed** access for those actions.
-Review [tool approvals](/features/approvals) before you expand access.
+Ask for a draft in the same conversation:
 
-For a repeated behavior, open **Edit agent → Manager**:
+> *"Draft a reply to this one. Thank them for the proposal and ask whether the price includes setup. Keep it warm and brief."*
 
-> *"Save the draft workflow we agreed in the main conversation. Preserve the no-send rule. Never invent a commitment or work status."*
+Then correct anything that sounds unlike you:
 
-The Manager can inspect the conversation and update the saved setup. Review the resulting instructions.
-The main conversation uses them on its next turn.
+> *"That's too formal. Make it sound like a quick reply to someone I already work with."*
 
-<Accordion title="A useful correction is specific">
-  "Be more accurate" gives little direction. Point to the mistake and the rule it should change.
+When you like the approach, ask **Manager** to save it:
 
-  > *"The draft promised a delivery date I never approved. Remove that promise. Ask me when a reply needs an unconfirmed date."*
+> *"Use the reply style we settled on in my main conversation. Keep drafts short and natural. Ask me before promising a date I haven't confirmed."*
 
-  Ask the Manager to preserve this rule if it should apply to future drafts.
-  A one-time instruction to send a reviewed message should not silently become permission to send every future reply.
-</Accordion>
+## Keep drafts where you need them
+
+When you want drafts in Gmail:
 
-## Repeat the review
+> *"Save these replies as drafts in the original Gmail conversations. Keep everyone who needs the reply. Don't send them."*
 
-After one successful review, request a routine in the main conversation:
+Saving drafts changes Gmail, so the connection needs **Allowed** access. Review [approval settings](/features/approvals) before you expand what the Agent can do.
 
-> *"Every weekday at 9 AM Europe/Zurich, review mail since the last completed check. Avoid duplicate drafts. Report only new decisions and unresolved important requests."*
+After a useful first review, you might ask:
 
-Check its saved timing in **Routines**. Review the routine's message when you change the workflow.
-Saving new Agent instructions does not rewrite an existing routine's message.
+> *"Every weekday at 9 AM, review mail since your last check. Bring me new decisions and unfinished replies. Don't make another draft for something you've already handled."*
 
-## Adapt it for hiring
+Check the time and timezone in **Routines**.
 
-A Hiring Agent can use the same draft workflow with a narrower responsibility.
-Give it the role, candidate, interview duration, permitted dates, and calendars it may check.
+<Accordion title="Use the same approach for hiring">
+  Give a Hiring Agent the role, candidate, interview length, and calendars it may check.
 
-> *"Ask this candidate for interview slots next Monday. Prepare a draft. After I send it, check for a reply every 30 minutes until Friday."*
+  > *"Draft a note asking Maya when she's free for a 30-minute interview next week. Offer Monday or Wednesday afternoon. I'll review it before sending."*
 
-Then define what should happen when a reply arrives:
+  After you send it:
 
-> *"Check both interviewers' calendars. Draft a confirmation for a free slot. Flag any missing calendar access. Stop checking after the draft or deadline."*
+  > *"Check for her reply every 30 minutes until Friday. When she replies, check both interviewers' calendars and draft a confirmation. Stop checking after that."*
 
-A reply-check routine is a timed check, not an email webhook. A free calendar slot does not create a calendar event.
-Confirm who will send the reply and create the invitation.
+  Review the routine's timing and stopping point. If a calendar is unavailable, the Agent should ask rather than assume a free slot.
 
-For other stopping conditions and approval waits, see [Routines](/developers/schedules) and [Inbox](/developers/inbox).
+  Checking a calendar does not book the interview. Decide who will send the confirmation and create the invitation.
+</Accordion>
diff --git a/content/docs/developers/examples/index.mdx b/content/docs/developers/examples/index.mdx
index 2a6b48d..a475ba3 100644
--- a/content/docs/developers/examples/index.mdx
+++ b/content/docs/developers/examples/index.mdx
@@ -1,35 +1,28 @@
 ---
-title: Choose a useful job
-sidebarTitle: Choose a job
+title: Find an idea
 icon: lightbulb
-description: Follow practical examples from a first request to refinement, repeat work, and recovery.
+description: Start with work you already know, then shape the Agent around it.
 ---
 
-Start with the result you need. Give the Agent a small first task before you expand its responsibility or schedule repeat work.
+Think about a job you would like help with more than once. These examples start with an everyday request and show how it can grow.
 
-These examples show workflows you can adapt. They are not additional built-in templates.
-The available tools depend on your connected apps, permissions, and installed skills.
+You can adapt the words to your own work. They are examples, not extra templates in the app.
 
 <CardGroup cols={2}>
-  <Card title="Release review" icon="clipboard-check" href="/developers/examples/release-review">
-    Follow a real review through delegated checks, a saved refinement, and a scheduled follow-up.
+  <Card title="Stay on top of email" icon="mail" href="/developers/examples/email">
+    Find messages that need you, prepare replies, and follow up during hiring.
   </Card>
-  <Card title="Email and hiring" icon="mail" href="/developers/examples/email">
-    Prepare useful drafts, refine reply rules, and check for a candidate's response.
+  <Card title="Organize customer documents" icon="folders" href="/developers/examples/document-filing">
+    Put emailed proposals and documents where your team can find them.
   </Card>
-  <Card title="A living people graph" icon="network" href="/developers/examples/people-graph">
-    Build a searchable contact map, improve its data, and resume a large review.
+  <Card title="Find people you know" icon="users" href="/developers/examples/people-graph">
+    Turn past conversations into a useful, searchable contact map.
   </Card>
-  <Card title="Customer document filing" icon="folders" href="/developers/examples/document-filing">
-    File sent attachments into customer folders and track unresolved items.
-  </Card>
-  <Card title="Custom skills and services" icon="blocks" href="/developers/examples/custom-skills">
-    Teach an Agent your wiki workflow or connect a service for a new kind of work.
+  <Card title="Help with the team wiki" icon="book-open" href="/developers/examples/custom-skills">
+    Find the right page, improve it, and teach the Agent your team's approach.
   </Card>
 </CardGroup>
 
-Each guide separates the first task, a useful correction, and a repeat workflow.
-The checks describe what to inspect in the result. A prompt alone does not guarantee that the Agent completed the work correctly.
+Each job depends on the apps you connect and the access you allow. Try one useful task before you ask for a regular routine.
 
-For another job, define four things: the input, the result, the allowed actions, and when the work should stop.
-Use [Create and refine](/developers/agent-builder) to save that setup.
+For a longer example with separate working sessions, see [Review a launch](/developers/examples/release-review).
diff --git a/content/docs/developers/examples/meta.json b/content/docs/developers/examples/meta.json
index bb3a13b..14d1e45 100644
--- a/content/docs/developers/examples/meta.json
+++ b/content/docs/developers/examples/meta.json
@@ -2,5 +2,12 @@
   "title": "Examples",
   "icon": "lightbulb",
   "defaultOpen": false,
-  "pages": ["index", "release-review", "email", "people-graph", "document-filing", "custom-skills"]
+  "pages": [
+    "index",
+    "email",
+    "document-filing",
+    "people-graph",
+    "custom-skills",
+    "release-review"
+  ]
 }
diff --git a/content/docs/developers/examples/people-graph.mdx b/content/docs/developers/examples/people-graph.mdx
index 9889f8d..bbacdfc 100644
--- a/content/docs/developers/examples/people-graph.mdx
+++ b/content/docs/developers/examples/people-graph.mdx
@@ -1,72 +1,65 @@
 ---
-title: Build a living people graph
-sidebarTitle: People graph
-icon: network
-description: Turn email evidence into a contact map, then improve and refresh it without losing earlier work.
+title: Find people you know
+icon: users
+description: Build a contact map you can search, correct, and keep up to date.
 ---
 
-Use an Agent when a research result should grow over several conversations.
-A people graph combines a working dataset with an HTML view you can search and filter.
+You remember talking to someone at a company, but cannot remember who. A contact map can help you find that connection.
 
-This graph is a project deliverable. It is separate from Fluso's built-in [memory](/features/memory).
+An Agent can build one from your email and give you a page to search. This is a file it creates for you, separate from Fluso's own memory.
 
-## Define the first version
+## Build a useful first version
 
-Choose a project before the main conversation starts. Give the Agent access to Google Workspace and the skills needed for its output.
-Select **Read only** for Google Workspace if the job needs no mailbox changes.
+Connect [Google Workspace](/integrations/gmail). Give the Agent **Read only** access if you only want it to read mail.
 
-> *"Build a contact map from my email. Keep one record per email address. Group people by organization. Record sources and leave unknown facts empty."*
+Describe the job:
 
-Start with a useful slice:
+> *"Help me find people I've spoken with. Build a searchable contact map from my email, grouped by company. Show where each detail came from. Leave anything you don't know blank."*
 
-> *"Use the last month first. Save the data and deliver a searchable HTML view. State the actual coverage and the unfinished work."*
+Start with recent mail:
 
-Keep changing data in a project file. For example, `files/people.json` can hold the records and `files/people.html` can show them.
-The Agent should preserve earlier records when it adds new evidence.
+> *"Use the last month first. Give me a page where I can search by name or company. Tell me what you've covered so far."*
 
-## Check the data and the view
+Open the page it returns. Search for someone you know and check their details against the source email.
 
-Open the delivered HTML file. Search for a known person and select both a large and a small organization.
-Check that filtering shows the matching people, including people outside any default display limit.
+## Ask a question that matters to you
 
-Inspect a few records against their sources. Similar names do not prove two records describe the same person.
-A company's location does not prove where every employee lives.
+> *"Who do I know at this company? Show our recent conversations so I can decide who to contact."*
 
-Ask for a focused follow-up:
+Or:
 
-> *"Which contacts have evidence of being in Berlin? Separate confirmed locations from uncertain matches. Show the source for each result."*
+> *"Which of these people are based in Berlin? Keep confirmed locations separate from guesses."*
 
-Improve the result in the main conversation. Use the Manager when the correction should change the Agent's standing rules.
+A person's employer does not prove where they live. Similar names do not prove two records are the same person.
 
-<Accordion title="Add public profile research without guessing">
-  Public profile research can be a separate session while the main conversation continues other work.
+Correct the map in the same conversation. Ask **Manager** to save rules that should guide future research.
 
-  > *"Find public profiles for contacts at the company I selected. Match the name and employer. Save uncertain matches separately. Return the results here."*
+## Add to it over time
 
-  This requires a suitable web-search connection. Names and search terms will go to that service.
-  Keep the task limited to the contacts you want researched.
+A large mailbox can take more than one run:
 
-  The main conversation must check the returned evidence before it merges results into the dataset.
-  See [Conversations and sessions](/developers/threads-and-contexts).
-</Accordion>
+> *"Add the previous month's mail next. Keep the contacts you've already found. Save your progress and tell me what's still left."*
+
+Ask for the underlying data as well as the page, so the Agent can improve the same map later.
 
-## Extend the coverage
+When the initial review is useful:
 
-A full mailbox review can exceed one run. Ask for saved progress and incremental results:
+> *"Every morning at 8 AM, add anything new since your last completed check. Keep the earlier contacts and give me a short note about what changed."*
 
-> *"Continue with older mail in bounded passes. Preserve the current graph. Record the processed range and remaining work. Deliver an updated file after each useful pass."*
+Check that the routine exists and uses the right timezone. A refresh mentioned in the instructions is not yet a scheduled task.
 
-If the run fails, inspect saved progress before you restart it.
-Ask it to continue from completed records instead of fetching everything again.
-Repeated requests cannot fix missing access or a fixed request limit.
+<Accordion title="Add information from public profiles">
+  With a web-search connection, you can ask for a focused check:
 
-<Accordion title="Separate a continuation from a daily refresh">
-  A one-time continuation handles unfinished historical work. A recurring refresh checks for new evidence after that work.
+  > *"Look for public profiles for these five contacts. Match the name and company. If a match is uncertain, leave it for me to review."*
 
-  > *"Every day at 8 AM Europe/Zurich, add mail since the last completed refresh. Preserve earlier records. Deliver the updated graph with a short change list."*
+  Names and search terms go to that service. Choose which contacts you want researched.
 
-  Check that the routine exists in **Routines**. A refresh instruction in the Agent's setup does not itself create a schedule.
-  A task can also finish without needing any routine.
+  The Agent may use a separate session for this work. It still needs to check the findings before adding them to your map.
 </Accordion>
 
-See [Files and context](/developers/project-context) for working data, reference copies, and shared workspace access.
+<Accordion title="Recover after an incomplete run">
+  Ask it to read the saved progress before continuing. Open the latest files to see what they contain.
+
+  A failed request may still have saved useful work. Repeated attempts will not fix missing access or a fixed limit on that run.
+</Accordion>
diff --git a/content/docs/developers/examples/release-review.mdx b/content/docs/developers/examples/release-review.mdx
index 445f882..6f10b99 100644
--- a/content/docs/developers/examples/release-review.mdx
+++ b/content/docs/developers/examples/release-review.mdx
@@ -1,75 +1,57 @@
 ---
-title: Review a release with evidence
-sidebarTitle: Release review
+title: Review a launch
 icon: clipboard-check
-description: Follow a real review from Agent creation to independent checks, saved refinements, and a scheduled follow-up.
+description: See how an Agent handles a larger job with separate checks and follow-ups.
 ---
 
-A release decision often depends on several documents that change at different times.
-An Agent can compare them, preserve unresolved questions, and review new evidence in the same conversation.
+A launch decision can depend on several documents: what is changing, what was checked, and what is still unresolved.
 
-This walkthrough uses the actual draft guides and validation report for this documentation release.
-The screenshots show the development app with real model responses. No customer data is included.
-Use your own release criteria and evidence when you repeat the workflow.
+An Agent can compare them and keep the open questions together as the evidence changes.
 
-## Give the reviewer a job
+## Give it the decision to help with
 
-Follow [Create and refine](/developers/agent-builder) to create the Release Reviewer from its example prompt.
-Check the saved instructions before you select **Launch agent**.
+Create a reviewer through [New Agent](/developers/agent-builder). Explain what it should check and which decisions remain yours.
 
-For the first review, attach the release brief, validation report, and the material you plan to publish.
-The brief should state the decision, required checks, owners, and actions the Agent must avoid.
-The report should identify the revision each check covered.
+> *"Help me decide whether we're ready to launch. Compare the notes, test results, and open issues I share. Tell me what still blocks us and what information is missing. Don't publish anything or contact anyone."*
 
-> *"Review this release packet. Use separate sessions to check the reader journey and validation evidence while you assess the release criteria. Combine the findings into a decision with blockers, missing evidence, and owners. Save a release-review.md report and return it here. Do not publish, merge, or contact anyone."*
+Then attach the actual material. Explain when you need the decision and what must be true before launch.
 
-## Inspect the evidence
+## Give different checks room to run
 
-The reader review and validation review answer different questions. Their sessions can work independently while the main conversation combines the release criteria.
-Open **Sessions** if you need to inspect an assignment or result.
-See [Conversations and sessions](/developers/threads-and-contexts) for fresh and forked context.
+For a larger review, you can ask:
 
-<Frame caption="Two sessions check different parts of the packet while the main conversation assesses the release criteria.">
-  <img src="/images/agents/delegated-reviews.png" alt="Release Reviewer working on five attached documents, with two active sessions in the Sessions panel." />
-</Frame>
+> *"Have one session check what customers will experience and another check the test results. Compare their findings with our launch requirements and bring me one recommendation."*
 
-In this run, the Agent returned a NO-GO recommendation because current checks and independent approval were still pending.
-It delivered a report that combined both session results. It kept post-deployment checks separate from release readiness.
+The Agent can use separate [sessions](/developers/guides/conversations) while it works on the overall review.
 
-Check the delivered report against the source files. A previous revision's successful build does not validate later edits.
-An optional check that was skipped is different from a required check that failed.
-Missing approval remains unresolved until the reviewer approves it.
+<Frame caption="In a real local run, two sessions checked different parts of a documentation release.">
+  <img src="/images/agents/delegated-reviews.png" alt="An Agent reviewing five documents with two separate sessions working." />
+</Frame>
 
-The first review misread the screenshot progress wording as a contradiction. We clarified it in the same conversation.
-The Agent updated its report and evidence record. Review the reasoning as well as the verdict.
+In that run, the Agent recommended waiting because checks and approval were still pending. It returned a report with both sessions' findings.
 
-## Save a useful refinement
+It also misread one progress note as a contradiction. We clarified it in the conversation, and it corrected the saved report.
 
-Use the main conversation to correct this review. Use **Edit agent → Manager** when the rule should apply to future releases.
+Read the reasoning, not only the recommendation. An earlier successful check may cover an older version of the work.
 
-> *"Distinguish release readiness from post-deployment verification. Do not treat a skipped optional service as a failed required check. Keep missing evidence unresolved. Preserve the no-publish rule."*
+## Keep the review useful as things change
 
-Read the saved instructions. Return to the same main conversation for the next review.
-Existing sessions retain their earlier setup, so give them any correction they need.
+Give it the new evidence in the same conversation:
 
-<Frame caption="The Manager saves the review rules. The main conversation uses the revised setup on its next turn.">
-  <img src="/images/agents/saved-refinement.png" alt="Manager confirms saved rules for missing evidence, unassigned owners, optional checks, and post-deployment verification." />
-</Frame>
+> *"The updated test report is attached. Revise the recommendation, but keep anything we still haven't checked on the open list."*
 
-## Return when new evidence is ready
+If the lesson should apply to future reviews, ask [Manager](/developers/improve) to save it.
 
-Provide new evidence in the main conversation. Ask the Agent to update its report while preserving unresolved checks.
-Then open the chat's routine control and select **New**. Choose **One time** and a future time in your timezone.
-State which files to compare and what to report if nothing changed.
+You can schedule a later check with a [one-time routine](/developers/schedules). That brings the review back at a useful time without creating another conversation.
 
-> *"Review this release packet again. Check for new evidence and report only changes to the decision. Preserve unresolved owners and approvals. If nothing changed, say so. Do not publish or contact anyone."*
+<Accordion title="What happened in the scheduled follow-up?">
+  The routine reread the saved report and validation notes. It found no new evidence, so it kept the unresolved checks open.
 
-Check the saved time in **Routines**. When it runs, open the result from **Inbox**.
-A scheduled review does not prove the release is ready or publish anything by itself.
-Read the result and any updated report before you make the decision.
+  <Frame caption="The routine returned to the same conversation and kept the pending decisions visible.">
+    <img src="/images/agents/routine-result.png" alt="A compact routine message and its completed follow-up in the Agent conversation." />
+  </Frame>
 
-<Frame caption="The one-time routine ran in the same conversation. It reported no new evidence and kept the unresolved checks visible.">
-  <img src="/images/agents/routine-result.png" alt="Compact routine row above a completed recheck that preserves the pending validation, approval, and publishing owner." />
-</Frame>
+  Its result appeared in Inbox. The routine did not approve or publish the release.
+</Accordion>
 
-The result also appeared in [Inbox](/developers/inbox). Opening Inbox cleared its unread count without changing the release decision.
+The screenshots show real responses to this documentation project's files. The example requests above are wording you can adapt to your own launch.
diff --git a/content/docs/developers/export-import-and-share-agents.mdx b/content/docs/developers/export-import-and-share-agents.mdx
deleted file mode 100644
index d5bb4cc..0000000
--- a/content/docs/developers/export-import-and-share-agents.mdx
+++ /dev/null
@@ -1,59 +0,0 @@
----
-title: Sharing and copies
-sidebarTitle: Sharing and copies
-icon: share-2
-description: Share an Agent's saved setup, choose what becomes public, and import an independent copy.
----
-
-Use **Duplicate** for another copy in your own workspace. Use **Share** when someone else should review or import the setup. Neither transfers a live conversation or assigns your connected accounts to another person.
-
-## Share a saved setup
-
-1. Open the Agent's actions menu and select **Share**.
-2. Review its instructions and settings, which are included in the public snapshot.
-3. Choose any knowledge files, custom skill folders, or custom connection URLs to include.
-4. Select **Create public link**, then copy or open the link.
-
-Anyone with the link can read the published setup and import a copy.
-
-| Content | Shared behavior |
-| --- | --- |
-| Instructions and settings | Included |
-| Selected knowledge files | File contents included |
-| Selected custom skills | Entire skill folders included |
-| Built-in skills | Listed by name. Recipients use their installed defaults |
-| Unselected knowledge files | Names listed so recipients know what is missing |
-| Selected custom connections | Connection definitions and URLs included, without saved credentials |
-| Conversations, routines, account credentials, and project files | Not included |
-
-Review the complete selected folders and URLs before publishing: they may contain private material, and a URL path can itself contain an access key. Authentication stored separately is not shared.
-
-<Accordion title="Sharing limits">
-  Files and skill contents share limits of 20 MiB and 512 files. Symbolic links are rejected. Custom connection URLs with query parameters are excluded from sharing.
-</Accordion>
-
-## Update or stop sharing
-
-Later private edits do not change the public snapshot. Select **Update shared version** to publish the current setup at the same link.
-
-Select **Stop sharing** to disable the link. Deleting the Agent also stops sharing. Neither action removes copies another person already imported or saved.
-
-This is a server-stored, revocable link. There is no YAML export or YAML import flow in the current Agent UI.
-
-## Import someone else's Agent
-
-Open a share link and review the setup. **Import Agent** opens Fluso, where you choose a name and destination project. Use **Get Fluso** if the app is not installed.
-
-Inside Fluso, you can also select **New Agent → Import from a shared link** and paste the link.
-
-The import creates a separate Agent. Included knowledge is copied, and included custom skills get distinct names so they do not overwrite existing skills. Missing reference files and unavailable skills still need attention.
-
-The Manager helps finish setup with your own accounts. A saved **Allowed** app policy does not connect that account. Some public connections that need no authentication can be registered during import. Authenticated connections still need your authorization.
-
-If the publisher changes the snapshot while you are reviewing it, Fluso asks you to review the new version before importing. A removed link cannot be imported. An older incompatible link may need its owner to republish it.
-
-## Hand off useful work
-
-For a release-review Agent, share the setup and the agreed review rubric. Export project working files separately if the recipient needs them. They should connect their own apps and try a real release case before scheduling recurring work.
-
-Use [Projects](/features/projects) for project exports and [Open architecture](/features/open-architecture) for other ways to keep a copy of your work.
diff --git a/content/docs/developers/guides/conversations.mdx b/content/docs/developers/guides/conversations.mdx
new file mode 100644
index 0000000..dc027cc
--- /dev/null
+++ b/content/docs/developers/guides/conversations.mdx
@@ -0,0 +1,72 @@
+---
+title: Longer tasks and sessions
+icon: messages-square
+description: Keep a task moving as it grows or changes.
+---
+
+Your usual chat with an Agent is its **main conversation**. Keep using it as you add information, ask questions, or change direction.
+
+## Add a correction while it works
+
+You can send another message before the Agent finishes:
+
+> *"One change: the workshop now has 24 attendees. Please use that number when comparing the rooms."*
+
+The message waits above the composer for its own turn. **Edit** changes it. **Cancel** removes it.
+
+Choose **Send now** to bring the correction into the work already running. If that work just finished, the message starts a new turn.
+
+A message with changed Agent setup may show **Saved setup applies next turn** instead. It waits rather than changing the active work.
+
+## Let it divide a larger job
+
+Some jobs have parts that can be checked independently. An Agent can work on them in separate conversations called **sessions**.
+
+For example, one session might check venue offers while another checks the budget. The main conversation can work on the overall recommendation and bring the findings together.
+
+You usually keep talking to the main conversation. You do not need to manage each session yourself.
+
+For a real example, see [Review a launch](/developers/examples/release-review).
+
+## Inspect sessions when useful
+
+Open **Sessions** above the composer to see their progress. Select one to read its assignment and answers. **Main conversation** takes you back.
+
+**New result** marks a result you have not read. **Uses an earlier setup** means the session started before a saved change to the Agent.
+
+The Agent can reuse sessions, give them corrections, and cancel work it no longer needs. Requested results return automatically.
+
+<AccordionGroup>
+  <Accordion title="What does a new session know?">
+    A **fresh** session starts with its assignment and the inputs it needs.
+
+    A **forked** session also gets completed conversation context from the point where it starts. A fork icon identifies it.
+
+    Both can use shared files and project memory. They keep the Agent setup chosen at creation. Later messages and setup changes do not automatically reach them.
+
+    A fork does not copy running work or routines. A session cannot create further sessions.
+  </Accordion>
+  <Accordion title="Keep, archive, or delete a session">
+    An idle session has no active work. The Agent can reuse it, or a routine can wake it later.
+
+    The session menu lets you rename, archive, restore, or delete it. Archiving organizes the list. It does not pause routines.
+
+    Deleting a session also removes its routines. Keep any results you still need first.
+
+    The main conversation cannot be archived or deleted on its own. Deleting its project removes it. Manager is separate from the Sessions list.
+  </Accordion>
+</AccordionGroup>
+
+## Stop or continue safely
+
+**Stop** stops the current run and pauses messages you queued. A failed run also pauses those messages. Use **Send now** when you want to continue.
+
+Stopping one run does not stop separate sessions or pause future routines. Queued routine messages and returned session results can still start work.
+
+For a failed task, read the error and check anything already saved or changed:
+
+> *"Check what you finished before the error. Continue with the remaining work, and tell me if anything needs my help."*
+
+Retrying does not undo earlier actions. You can leave the app while server work continues, and reopening it does not discard queued messages.
+
+If a session needs approval, review the action in that session, the main conversation, or [Inbox](/developers/guides/inbox). A session's report cannot approve an action for you.
diff --git a/content/docs/developers/guides/files.mdx b/content/docs/developers/guides/files.mdx
new file mode 100644
index 0000000..bea1daa
--- /dev/null
+++ b/content/docs/developers/guides/files.mdx
@@ -0,0 +1,63 @@
+---
+title: Files and memory
+icon: folder-open
+description: Give your Agent the right references and keep its work in a useful place.
+---
+
+For one task, paste the information into the conversation or attach a file. For work you return to, it helps to decide what should stay available.
+
+## Keep the work in a project
+
+**Home** is the default project. You can choose another project when you create an Agent, such as one for a customer or an ongoing project.
+
+That is where its main conversation starts. Changing the project setting later does not move the conversation or its files.
+
+Projects help organize work. Agents in your account can still use shared files elsewhere in your workspace.
+
+## Save a reference it should keep
+
+Add **Knowledge files** in the Agent editor for material it should use repeatedly. A writing guide, review checklist, or agreed policy can fit here.
+
+You can also ask Manager to attach an existing workspace file:
+
+> *"Use our meeting checklist as a reference for future briefs. Keep it attached to this Agent."*
+
+Knowledge files are copies. Editing the original does not update the attached copy. Attach and save a replacement when the reference changes.
+
+Keep changing work, such as a contact list or draft report, in project files instead. The Agent can keep updating the same work there.
+
+## Tell it what should stay consistent
+
+Save your usual way of working in the Agent's instructions through [Manager](/developers/improve).
+
+Agents use those instructions instead of automatically adopting the preferences and project instructions from ordinary chats.
+
+Your conversation still gives the Agent context for the current work. For a long task, ask it to save its progress in a file:
+
+> *"Save what you've finished and what is still open, so we can continue from here next time."*
+
+Open any delivered file before relying on it. Check that it contains the work you asked for.
+
+<AccordionGroup>
+  <Accordion title="What else can it remember?">
+    Agents receive saved facts from `user_profile.md`. They can use project files and summaries of recent work in that project.
+
+    They do not automatically load ordinary-chat preferences, project instructions, or `context.md` as their own instructions.
+
+    Long conversations may be summarized. A separate fresh session does not receive the full conversation history. See [Longer tasks and sessions](/developers/guides/conversations).
+  </Accordion>
+  <Accordion title="Reference file limits and older sessions">
+    An Agent can have up to 25 knowledge files, each up to 20 MiB, within your storage allowance.
+
+    Removing a reference from the current setup does not remove its older copy from a session created earlier.
+  </Accordion>
+  <Accordion title="What happens when I delete an Agent or project?">
+    Deleting an Agent removes its knowledge copies and conversations. Separate project files remain.
+
+    Deleting a project removes its files, conversations, and their routines. The Agent's saved setup remains.
+
+    If the Agent still points to that deleted project, choose another **Project** in its setup before opening a new main conversation. Deleted history does not return.
+  </Accordion>
+</AccordionGroup>
+
+See [Projects](/features/projects) for browsing, downloading, and exporting files.
diff --git a/content/docs/developers/guides/inbox.mdx b/content/docs/developers/guides/inbox.mdx
new file mode 100644
index 0000000..89f47d7
--- /dev/null
+++ b/content/docs/developers/guides/inbox.mdx
@@ -0,0 +1,37 @@
+---
+title: Inbox
+icon: inbox
+description: See what needs you without opening every Agent.
+---
+
+Open **Inbox** in the Agents sidebar to find approvals, failures, and routine results.
+
+Choose **Open result** to return to the conversation. Read the answer and open any files it produced.
+
+<Frame caption="A completed routine appears in Inbox with a link to its conversation.">
+  <img src="/images/agents/inbox-result.png" alt="Inbox showing a completed routine and an Open result link." />
+</Frame>
+
+## When something needs your attention
+
+For an approval, read the requested action before allowing or denying it.
+
+For a failure, check the error and any work already completed before retrying. A routine delivery failure may need a change in **Routines**.
+
+The number beside **Inbox** counts unseen updates. Opening Inbox clears the unread state of displayed updates. It does not approve actions or resolve failures.
+
+## Find a particular update
+
+Use **Filters** to choose an Agent or show only approvals, failures, or routine results.
+
+An empty filtered list means nothing matches that view. It does not mean all work is complete.
+
+<Accordion title="More about filters and unread counts">
+  The sidebar opens **All updates**. A direct link without filters, or resetting filters, opens **Approvals & failures**.
+
+  Inbox shows recent updates rather than a complete history. Separate session results stay in their conversations, but their approvals can appear here.
+
+  Only updates displayed in a visible Inbox tab become seen. Filtered-out items keep their unread state. A changed update can become unread again.
+
+  Read state is shared across tabs in this browser. It does not sync across devices. Signing out or switching accounts clears it.
+</Accordion>
diff --git a/content/docs/developers/guides/meta.json b/content/docs/developers/guides/meta.json
new file mode 100644
index 0000000..1e783ed
--- /dev/null
+++ b/content/docs/developers/guides/meta.json
@@ -0,0 +1,12 @@
+{
+  "title": "More about Agents",
+  "icon": "book-open",
+  "defaultOpen": false,
+  "pages": [
+    "settings",
+    "files",
+    "conversations",
+    "inbox",
+    "sharing"
+  ]
+}
diff --git a/content/docs/developers/guides/settings.mdx b/content/docs/developers/guides/settings.mdx
new file mode 100644
index 0000000..c63542c
--- /dev/null
+++ b/content/docs/developers/guides/settings.mdx
@@ -0,0 +1,75 @@
+---
+title: Settings and app access
+icon: sliders-horizontal
+description: Choose what your Agent can use and how it should respond.
+---
+
+Select the **Edit agent** pencil in a conversation to open its setup. **Edit** lets you change the fields yourself. **Manager** lets you describe the change in conversation.
+
+For changes to its usual way of working, start with [Improve your Agent](/developers/improve).
+
+## Give it the tools it needs
+
+**Skills** help an Agent do particular kinds of work, such as reading a PDF or making a spreadsheet.
+
+**Connectors** let it use apps you connect, such as Google Workspace. A meeting assistant working from pasted notes may need no connected apps.
+
+Choose what the job needs. You can add more later.
+
+## Grant app access
+
+Connect your account under **Plugins → MCP**, then select the connection in the Agent's setup.
+
+| Choice | What it means |
+| --- | --- |
+| **Allowed** | The Agent can use the connection, subject to your account access and approval rules |
+| **Read only** | It can use tools identified as reads |
+| Not selected | It cannot use that connection through its app tools |
+
+A newly added connection defaults to **Allowed**. Existing read-only choices stay in place until you change them. Selecting no connections grants none.
+
+For an email assistant, reading mail and saving drafts need different access. Saving a draft is a change to Gmail.
+
+Ask for drafts when you want to review a message before anyone receives it. Check [Approvals and permissions](/features/approvals) to choose when tools should ask.
+
+<Accordion title="Why does an allowed app still need setup or approval?">
+  **Allowed** selects an app the Agent may use. You still need to connect your account, and the requested action must pass its permission rules.
+
+  A saved tool deny or an organization restriction still applies. Changing the Agent's instructions cannot supply missing access.
+</Accordion>
+
+## Choose its response style
+
+**High** gives more room for careful reasoning. **Fast** favors quicker responses.
+
+Set this in the Agent's setup. Its main conversation follows that choice.
+
+## Add useful references
+
+Use **Knowledge files** for a document the Agent should keep as a reference, such as a meeting checklist or writing guide.
+
+The attachment is a saved copy. Replace it when the reference changes. See [Files and memory](/developers/guides/files).
+
+<AccordionGroup>
+  <Accordion title="Names, instructions, and conversation starters">
+    The first line of the instructions appears as the Agent's short purpose in lists. Expand **Instructions** to read the full text.
+
+    Names must be unique in your library and can contain up to 64 characters. Instructions allow 4,000 characters.
+
+    You can add three conversation starters, each up to 200 characters. They are suggestions to select, not messages that run automatically.
+  </Accordion>
+  <Accordion title="Which skills are selected by default?">
+    An Agent created through the form starts with all available skills. You can choose fewer, or turn them all off. An unrestricted selection includes skills installed later.
+
+    Manager and Fluso starting points choose skills for the job. Check the saved selection.
+
+    Custom skills are shared workspace files. Editing one can affect other Agents that use it.
+  </Accordion>
+  <Accordion title="When saved changes take effect">
+    Your main conversation uses the changed setup on its next turn. Work already running and existing separate sessions keep their earlier setup.
+
+    Changing **Project** does not move existing conversations or files.
+
+    If another tab changed the setup first, Fluso asks you to review the latest version before saving. Check those changes before trying again.
+  </Accordion>
+</AccordionGroup>
diff --git a/content/docs/developers/guides/sharing.mdx b/content/docs/developers/guides/sharing.mdx
new file mode 100644
index 0000000..db86904
--- /dev/null
+++ b/content/docs/developers/guides/sharing.mdx
@@ -0,0 +1,58 @@
+---
+title: Share an Agent
+icon: share-2
+description: Give someone a copy of an approach that works for you.
+---
+
+Once an Agent helps you reliably, you can share its setup with someone else. They get their own copy to try and improve.
+
+Your conversations, routines, project files, and connected account credentials are not included.
+
+## Choose what to share
+
+1. Open the Agent's actions menu.
+2. Select **Share**.
+3. Choose any reference files, custom skills, or custom connection URLs to include.
+4. Select **Create public link**.
+
+Instructions and settings are included. Anyone with the link can read the published setup and import it.
+
+Read the selected files and skill folders before publishing. Check connection URLs too: a URL can itself contain private information or an access key.
+
+## Update or close the link
+
+Private edits stay private until you select **Update shared version**. That publishes your current setup at the same link.
+
+**Stop sharing** closes the link. Deleting the Agent also closes it. Copies people already imported remain theirs.
+
+## Use someone else's Agent
+
+Open the share link to read its setup. **Import Agent** opens Fluso, where you choose a name and project. **Get Fluso** helps if the app is not installed.
+
+You can also paste the link under **New Agent → Import from a shared link**.
+
+Manager helps finish setup with your own accounts. Try a real task before scheduling it.
+
+<AccordionGroup>
+  <Accordion title="What happens to files, skills, and connections?">
+    Selected reference files and custom skill folders are copied. Imported custom skills get distinct names so they do not overwrite yours.
+
+    Built-in skills use your installed versions. Reference files the owner did not include are listed by name, so you know what is missing.
+
+    Selected custom connections include their definitions and URLs, not stored authentication. You still authorize your own accounts. Some public connections that need no sign-in can be registered during import.
+
+    Selected files and skill contents share limits of 20 MiB and 512 files. Symbolic links and custom connection URLs with query parameters cannot be included.
+  </Accordion>
+  <Accordion title="What if the shared setup changes?">
+    If it changes while you review it, Fluso asks you to review the new version before importing.
+
+    A closed link cannot be imported. An older incompatible link may need its owner to publish it again.
+  </Accordion>
+  <Accordion title="Make a copy just for yourself">
+    Use **Duplicate** in the Agent's actions menu. It copies the setup and knowledge files into your library, with no conversations or routines.
+
+    You can star a useful Agent or change its appearance from the same menu.
+  </Accordion>
+</AccordionGroup>
+
+For working files you want to pass along separately, use [project export](/features/projects#export-a-project).
diff --git a/content/docs/developers/improve.mdx b/content/docs/developers/improve.mdx
new file mode 100644
index 0000000..9231c15
--- /dev/null
+++ b/content/docs/developers/improve.mdx
@@ -0,0 +1,49 @@
+---
+title: Improve your Agent
+icon: pencil
+description: Keep the parts that help, and change the parts that don't.
+---
+
+Your first request is a starting point. A few real tasks will show you what you want the Agent to do differently.
+
+## Change the answer in front of you
+
+Use the Agent's conversation for a correction to the current task:
+
+> *"This is more detail than I need before the meeting. Put the decisions first and keep the background to a few lines."*
+
+You can keep working there until the answer is useful.
+
+## Make that your usual way of working
+
+Use **Manager** when you want the Agent to follow that preference in future work.
+
+1. Select the **Edit agent** pencil in the conversation.
+2. Choose **Manager** on the setup page.
+3. Explain what you want to keep.
+
+> *"For future meeting briefs, put the decisions first. Keep the background short, and finish with three questions I should ask. Save that as my usual format."*
+
+Read the saved instructions beside the conversation. Then return to the Agent and give it another task.
+
+The change applies to its next turn. Work already underway keeps the setup it started with.
+
+## Be specific about what missed the mark
+
+Tell the Manager what happened and what you wanted instead:
+
+> *"The last brief made lunch sound confirmed, but we haven't chosen it. Keep undecided plans clearly marked as open questions."*
+
+This gives it a useful rule to save. You can also ask it to review corrections from the working conversation.
+
+Prefer to make the change yourself? **Edit** opens the saved fields. There is no version-history screen, so explain what to restore if you want to undo a change.
+
+[Settings and app access](/developers/guides/settings) explains the other controls, including response style, files, and connected apps.
+
+<Accordion title="What if work is already running?">
+  A new message with changed setup may show **Saved setup applies next turn**. It waits for a separate turn.
+
+  Sessions the Agent already created keep their earlier setup. Give them a correction if they need one. See [Longer tasks and sessions](/developers/guides/conversations).
+
+  A routine keeps its own saved message. Review that message if you change how the Agent should work.
+</Accordion>
diff --git a/content/docs/developers/inbox.mdx b/content/docs/developers/inbox.mdx
deleted file mode 100644
index c91be1b..0000000
--- a/content/docs/developers/inbox.mdx
+++ /dev/null
@@ -1,37 +0,0 @@
----
-title: Inbox
-sidebarTitle: Inbox
-icon: inbox
-description: Find approvals, failures, and routine results across your Agents without checking each conversation.
----
-
-Open **Inbox** in the Agents sidebar to see updates across your Agents. The sidebar link opens **All updates**, including routine results. Approvals appear first.
-
-<Frame caption="A completed routine appears in Inbox. Open result returns to its conversation.">
-  <img src="/images/agents/inbox-result.png" alt="Inbox with a completed Release Reviewer routine and an Open result link." />
-</Frame>
-
-Use **Filters** to select an Agent and show **Approvals & failures**, **Approvals**, **Failures**, **Routine results**, or **All updates**. Resetting filters returns to **Approvals & failures**. A direct Inbox link without filters also opens that attention view.
-
-## Act on the update
-
-| Update | Next step |
-| --- | --- |
-| Approval | Open the conversation and review the exact action before allowing or denying it |
-| Failed run | Read the error and any partial result in the conversation before retrying |
-| Routine delivery failure | Open the Agent's routines, check the reason, and fix the target or timing before resuming |
-| Routine result | Open the conversation to read the answer and inspect delivered files |
-
-Delegated session completions stay with their conversations rather than filling Inbox. Their pending approvals can still need your attention.
-
-A filtered empty list means there are no matching updates. It does not mean every Agent has finished or all issues are resolved. Inbox shows recent updates, not a complete activity archive.
-
-## What the unread count means
-
-The number beside **Inbox** counts unseen updates in its current recent feed. Opening Inbox in a visible tab marks the displayed updates as seen. If you filter the list, hidden items are not marked seen.
-
-An update that changes can count as unread again. Seeing an approval clears its unread state. It does not approve it or remove the need for a decision.
-
-Read state belongs to this browser and is shared across its tabs. Signing out or switching accounts clears it, and it does not synchronize across devices.
-
-For ongoing work, use the Agent's main conversation or [Sessions](/developers/threads-and-contexts#inspect-sessions-when-useful). For recurring work, see [Routines](/developers/schedules).
diff --git a/content/docs/developers/index.mdx b/content/docs/developers/index.mdx
index 41a1549..ceb84cb 100644
--- a/content/docs/developers/index.mdx
+++ b/content/docs/developers/index.mdx
@@ -1,80 +1,31 @@
 ---
 title: Agents
-sidebarTitle: Overview
 icon: bot
-description: Create an assistant for a continuing job, improve its instructions, and schedule repeat work.
+description: Give a familiar job to an assistant you can keep coming back to.
 ---
 
-An Agent combines saved instructions, selected capabilities, reference files, and a continuing conversation. Use it for work you return to regularly.
+Some work comes around again and again: preparing for a meeting, catching up on email, or organizing customer documents.
 
-You can start with a small task, inspect the result, then expand the responsibility. You do not need to design the entire workflow first.
+An Agent keeps the instructions for that job. You give it new work in the same conversation, and improve how it helps as you go.
 
-<Note>
-  These guides describe the development build. Agents is available in Fluso Dev and in builds where it is enabled.
-  If **Agents** is missing from your sidebar, your build has not enabled it.
-</Note>
+## Start with a job you know
 
-## Start with one useful result
+You might want an inbox assistant that helps you answer important messages, or a meeting assistant that turns scattered notes into a useful brief.
 
-1. Select **Agents → New Agent**.
-2. Describe the job in the message box.
-3. Review the setup that the **Manager** creates.
-4. Select **Launch agent**.
-5. Give the Agent its first real task.
+Choose something small enough that you can tell whether the answer helped.
 
-> *"Create an assistant that finds email conversations that need my attention. Prepare reply drafts here. Do not change my mailbox."*
+<Card title="Create your first Agent" icon="arrow-right" href="/developers/agent-builder">
+  Make a meeting assistant, give it a few notes, and try a follow-up.
+</Card>
 
-Start with a specific input, such as yesterday's mail. Check the result before you ask for a larger review or a daily routine.
+Prefer another starting point? [Browse the examples](/developers/examples).
 
-[Create your first Agent](/developers/agent-builder) explains each step, starting points, and unfinished setups.
-Explore [practical examples](/developers/examples) for email, research, document filing, and custom workflows.
+## Come back when you need it
 
-## Know where to ask
+**My Agents** brings your assistants together and shows upcoming routines. Open an Agent to continue its conversation.
 
-| Your intention | Where to go | Example |
-| --- | --- | --- |
-| Do the work | The Agent's main conversation | "Review yesterday's mail and draft the three replies I need." |
-| Change its standing behavior | **Edit agent → Manager**, or **Edit** | "Treat receipts as low priority unless a payment failed." |
-| Repeat work at a time | The main conversation or **Routines** | "Run this review every weekday at 9 AM Europe/Zurich." |
-| Review an approval or failure | **Inbox** | Open the update to inspect the action or error. |
+As you use it, you can [improve its usual approach](/developers/improve), [schedule a task](/developers/schedules), or [share a copy](/developers/guides/sharing).
 
-The Manager refines one Agent. The main conversation performs its work. Both keep their own conversation history.
-
-A correction in chat helps with the current task. Ask the Manager to save it when it should become a standing instruction.
-
-## Build on the first result
-
-Keep the main conversation as the work develops. Add evidence, correct assumptions, and ask for revisions there.
-
-For a larger job, the Agent can delegate independent work to sessions. It combines their results in the main conversation.
-You can inspect those sessions when needed. You do not need to create them for each request.
-
-Save changing data and deliverables in project files. Attach stable reference material as **Knowledge files**.
-When the workflow works as intended, create a routine to repeat it.
-
-<CardGroup cols={2}>
-  <Card title="Conversations and sessions" icon="messages-square" href="/developers/threads-and-contexts">
-    Send corrections, continue long work, and inspect delegated results.
-  </Card>
-  <Card title="Setup and capabilities" icon="sliders-horizontal" href="/developers/agent-description">
-    Set instructions, skills, app access, and response mode.
-  </Card>
-  <Card title="Files and context" icon="folder-open" href="/developers/project-context">
-    Choose where references, working data, and deliverables belong.
-  </Card>
-  <Card title="Routines and Inbox" icon="calendar-clock" href="/developers/schedules">
-    Schedule useful work and review results that need attention.
-  </Card>
-</CardGroup>
-
-## Check the result before expanding the job
-
-Open delivered files. Check the sources and the period the Agent actually reviewed.
-For incomplete work, ask what remains and where it saved progress.
-
-For actions in connected apps, choose the Agent's access and your [approval settings](/features/approvals).
-Ask for drafts when you want to review messages before anyone receives them.
-
-An Agent's files share your workspace. Separate Agents and projects do not create private filesystem boundaries within your account.
-
-For technical details, see [Architecture](/developers/architecture) and the [beta API reference](/developers/api-ref/authentication).
+<Accordion title="I don't see Agents in Fluso">
+  These guides show Fluso Dev. If **Agents** is missing from your sidebar, your version of Fluso does not have it enabled.
+</Accordion>
diff --git a/content/docs/developers/meta.json b/content/docs/developers/meta.json
index 6bba0c8..d03169b 100644
--- a/content/docs/developers/meta.json
+++ b/content/docs/developers/meta.json
@@ -1,15 +1,15 @@
 {
+  "title": "Agents",
+  "icon": "bot",
+  "root": true,
   "pages": [
+    "[arrow-left][All Fluso docs](/)",
     "index",
     "agent-builder",
-    "examples",
-    "threads-and-contexts",
-    "agent-description",
-    "project-context",
+    "improve",
     "schedules",
-    "inbox",
-    "export-import-and-share-agents",
-    "architecture",
+    "examples",
+    "guides",
     "api-ref"
   ]
 }
diff --git a/content/docs/developers/project-context.mdx b/content/docs/developers/project-context.mdx
deleted file mode 100644
index 565f0e7..0000000
--- a/content/docs/developers/project-context.mdx
+++ /dev/null
@@ -1,49 +0,0 @@
----
-title: Files and context
-sidebarTitle: Files and context
-icon: folder-open
-description: Understand what an Agent remembers, what stays shared, and how reference files change.
----
-
-Use **Knowledge files** for stable references. Use project files for working data and deliverables. Keep discussing the work in the main conversation.
-
-## Choose the project before starting
-
-The project setting places the main conversation when it is first created. **Home** is the default. Changing the setting later does not move an existing conversation or its files. Delegated sessions keep their parent's project.
-
-Choose a dedicated project to organize a continuing job's files and memory. A project scopes context. It is not an access-control boundary between Agents in your account. Tools still work in your shared workspace.
-
-## Add reference files
-
-Attach knowledge through the Agent editor, or ask the Manager to attach a file already in your workspace. An Agent can list up to 25 knowledge files, each up to 20 MiB, within your storage allowance.
-
-Knowledge is a **copy**. Editing the original project file does not update the attached copy. Attach and save a replacement when the reference changes. Removing a knowledge entry from the current setup does not remove the older copy from an existing delegated session's setup.
-
-Use project files for a live tracker or an output that must evolve. Use knowledge for a reference edition, such as an agreed review rubric.
-
-<Accordion title="Where each kind of information belongs">
-  | Information | Where it belongs | How it is used |
-  | --- | --- | --- |
-  | Standing rules for the Agent | **Purpose and instructions** | Main conversation on its next turn. Existing delegated sessions retain their setup |
-  | A correction for the current task | Your chat message | That conversation or the active turn you steer |
-  | Stable reference material | **Knowledge files** | Saved copies listed in the Agent's setup |
-  | Working files and deliverables | The project | Shared files that can change as work proceeds |
-  | Recent project work | Project working memory | Relevant summaries can be recalled across conversations |
-  | Preferences for ordinary chats | Workspace preferences and project context | Not automatically loaded as saved Agent instructions |
-</Accordion>
-
-## Know what is shared
-
-Saved Agent conversations use their own instructions instead of automatically applying ordinary-chat preferences, project instructions, or `context.md`. Put a rule in the Agent's saved instructions when it should govern that Agent.
-
-They still receive saved facts from `user_profile.md` and can use project files and project working-memory summaries. Those summaries are background evidence, not new user requests. A fresh session does not automatically receive another conversation's full history. A fork inherits completed context at its creation.
-
-Skill files are also live workspace files. If several Agents use a custom skill, changing that file can affect all of them.
-
-## Verify deliverables
-
-Open the delivered file and check it against your request. A reference in a reply is not proof that the final artifact contains the right data. Ask the Agent to identify unfinished sections, source coverage, and where the result was saved.
-
-Deleting an Agent removes its own knowledge and conversations, not the separate project files. Deleting a project removes its files, conversations, and their routines, but keeps the Agent setup. If the Agent still points to that deleted project, select another **Project** in its setup before opening a new main conversation. This does not restore deleted history.
-
-For file browsing, editing, download, and project export, see [Projects](/features/projects). For sharing an Agent's reference material, see [Sharing and copies](/developers/export-import-and-share-agents).
diff --git a/content/docs/developers/schedules.mdx b/content/docs/developers/schedules.mdx
index 5427b04..c9fdb5d 100644
--- a/content/docs/developers/schedules.mdx
+++ b/content/docs/developers/schedules.mdx
@@ -1,96 +1,88 @@
 ---
-title: Routines
-sidebarTitle: Routines
+title: Schedule a task
 icon: calendar-clock
-description: Run an Agent once or repeatedly, manage its timing, and recover when a scheduled run needs attention.
+description: Ask an Agent to help at a time you choose.
 ---
 
-A routine saves a message to send to an existing Agent conversation at a future time. It can run once or repeat. You do not need to leave the app open.
+Once a task is useful, you can schedule it. Fluso calls a scheduled message a **routine**.
 
-The routine reuses its target conversation and history. It does not create another Agent or start a blank chat each time.
+A routine can run once or repeat. It returns to the same conversation, and you do not need to leave Fluso open.
 
-The current Agent UI supports timed routines. The older Agent webhook editor is no longer available.
+## Tell it what to do and when
 
-## Create a routine
+Ask in the Agent's working conversation:
 
-Ask in the Agent's main conversation:
+> *"Tomorrow at 8 AM, review the workshop notes in this chat. Tell me what still needs a decision before the meeting."*
 
-> *"Every weekday at 9:00 AM Europe/Zurich, review the release tracker for new blockers. Return a short update with sources and owners. If nothing changed, say so. Do not send messages to anyone."*
+For repeat work, be clear about what should change each time:
 
-You can also open **Routines** in the Agents sidebar, use the chat's routine control, or select **Routines → Manage** on the setup page. Choose a starting idea or write your own message, select the Agent, set the timing and timezone, and save.
+> *"Every weekday at 9 AM, review mail since your last check. Show me what needs a reply and draft responses here. Don't send anything."*
 
-The editor supports one-time, daily, weekday, weekly, and interval presets. Existing custom timing is preserved unless you change its frequency. Timing labels are shown in readable language.
+For that email example, the Agent needs your [Google Workspace connection](/integrations/gmail).
 
-Include the source, expected result, and what to do when there is nothing to report.
-For a temporary watch, specify an end date or a result that should stop the checks. For external communications, ask for drafts to review and configure [approvals](/features/approvals).
+Check the saved time and timezone in **Routines**. If the timing could be ambiguous, include your timezone in the request.
 
-<Note>
-  A routine requested in **Manager** runs a setup review by the Manager. Request the Agent's actual work in its main conversation, or create that routine through the routine editor. Saving instructions alone does not schedule work.
-</Note>
+## Set it yourself
 
-## Choose the right repeat pattern
+Open **Routines** in the Agents sidebar, or use the routine control in the conversation. Write the message, choose the Agent, and set the time.
 
-| Job | Useful timing | Completion rule |
-| --- | --- | --- |
-| Review new email | Recurring review | Report only actionable changes. Avoid duplicate drafts. |
-| Finish a large import | One-time continuation | Resume from saved progress. Stop when the remaining work finishes. |
-| Check for an interview reply | Recurring check with a deadline | Stop after the requested result or deadline. |
-| Prepare a meeting brief | One-time run before the meeting | Check that the meeting still exists at that time. |
+You can choose one time, daily, weekdays, weekly, or a repeating interval.
 
-Stopping conditions are instructions for the Agent, not automatic expiry settings. Check that it pauses or removes the routine when the condition is met. Creating a routine does not subscribe to live app events.
+Request work in the Agent's working conversation. A routine you request in **Manager** is for reviewing the Agent's setup.
 
-For a concrete sequence, see [Email and hiring](/developers/examples/email) or [Document filing](/developers/examples/document-filing).
+## Find the result
 
-## What happens when it is due
+The scheduled message appears as a small row in the conversation. Expand it if you want to read its instructions.
 
-The message enters its target conversation as a separate follow-up. If that conversation is busy, it waits. If an earlier occurrence of the same routine is still queued, running, or awaiting approval, the scheduler waits rather than stacking duplicate work.
+The answer stays in that conversation. You can also find routine results in [Inbox](/developers/guides/inbox).
 
-In chat, the routine appears as a compact row on the right with a violet clock and scheduled time. Expand it for the instructions, routine ID, and any attachments. The Agent receives the full message even while the row is collapsed.
+If the Agent is busy, the routine waits. If it needs an approval, it waits for your decision.
 
-See the [release review walkthrough](/developers/examples/release-review#return-when-new-evidence-is-ready) for an actual scheduled result.
+## Change or stop it
 
-The main conversation uses the setup selected for the new turn. A routine in an existing delegated session uses that session's earlier setup. Results remain in the target conversation. Top-level routine results can also appear in [Inbox](/developers/inbox).
+Pause a routine to stop future occurrences. Edit it to change the message or timing. Delete it when you no longer need it.
 
-## Pause, edit, or remove it
+Use **Cancel run** for an occurrence that is already queued, running, or waiting for approval. Pausing a routine does not cancel work already sent to the conversation.
 
-Use the routine's pause control to stop future occurrences, edit its instructions or timing, or delete it. Changing Agent instructions does not rewrite a routine's saved message. Review that message after a major workflow change.
+For a temporary check, give it a stopping point:
 
-Changes do not retract work already admitted into the conversation. Use **Cancel run** for an occurrence that is queued, running, or waiting for approval.
+> *"Check for a reply every 30 minutes until Friday. Stop checking when a reply arrives."*
 
-One-time checks stop scheduling after their message is accepted. **Last run dispatched · outcome unavailable** does not mean the work completed successfully: inspect the result or run status.
+Check that the Agent pauses or deletes the routine when that condition is met. The instruction is not an automatic expiry setting.
 
-Deleting a target session removes its routines. Deleting an Agent removes all of its routines. Archiving a session is not a substitute for pausing its routines.
+<AccordionGroup>
+  <Accordion title="When a routine doesn't finish">
+    Open its conversation to see what happened. It may be waiting behind other work or asking for approval.
 
-## More routine controls
+    For a failure, check any partial result before trying again. A one-time routine stops scheduling after its message is accepted, even if the later work fails.
 
-<Accordion title="Schedule work in a delegated session">
-  Open the session and use its routine control. The sidebar routine editor targets main conversations.
-</Accordion>
+    **Last run dispatched · outcome unavailable** means delivery is recorded, but completion is unknown.
 
-<Accordion title="Apply the same routine to several Agents">
-  The Routines page can apply one instruction and timing to selected Agents. Each gets an independent schedule in its own main conversation.
+    A usage limit delays the routine. Repeated delivery failures can pause it. Fix the reported problem before resuming.
+  </Accordion>
+  <Accordion title="How timing and repeat runs work">
+    An earlier occurrence of the same routine must finish before another can proceed. This includes queued work and approval waits.
 
-  **Select all** covers the Agents currently offered by the picker. It does not include Agents created later. Agents already using those instructions at another timing need an explicit selection to add another timing.
+    Temporary delivery failures retry with delays. Delayed recurring routines do not replay every missed time.
 
-  Matching instructions, timing, and timezone are grouped for display. Editing one assignment can split it from its group. Removing one Agent's assignment does not remove the others.
+    Choose a future time for a one-time routine. The editor rejects local times skipped by daylight-saving changes. Check the timezone and next-run time before saving.
 
-  Saving across several Agents can partly succeed. Successful assignments stay saved. The editor lists the failures. Retry the remaining assignments there instead of creating the whole group again.
-</Accordion>
+    Existing custom timing stays unchanged unless you change the frequency.
+  </Accordion>
+  <Accordion title="Schedule work for several Agents">
+    On **Routines**, you can apply the same message and timing to several Agents. Each gets its own routine.
 
-## When a routine does not finish
+    **Select all** covers the Agents currently in the picker. It does not include Agents created later.
 
-| What you see | What to do |
-| --- | --- |
-| Queued | Check the target conversation for ongoing work or a paused queue |
-| Waiting for approval | Review the requested action. A routine cannot approve itself |
-| Delivery failed or paused with a reason | Fix the connection, unavailable target, or other reported problem, then resume or recreate the routine as appropriate |
-| A run failed after starting | Inspect the conversation and partial outputs before continuing |
-| Usage allowance reached | Wait for the allowance to reset. Scheduling is deferred rather than treated as a successful run |
+    Matching routines appear together. Changing or deleting one Agent's assignment leaves the others in place. The editor reports any assignments it could not save, so you can retry those alone.
 
-<Accordion title="Retries, delays, and clock changes">
-  Temporary delivery problems are retried with delays. Repeated delivery failures can pause the routine. Recurring runs do not replay every missed clock tick after a delay.
+    An Agent already using the same instructions at another time needs an explicit selection to add another timing.
+  </Accordion>
+  <Accordion title="Routines in separate sessions">
+    Open the session and use its routine control. The sidebar editor targets the Agent's main conversation.
 
-  Choose a future local time for a one-time check. The editor rejects times that do not exist during a daylight-saving clock change. Review the timezone and next-run time before saving.
-</Accordion>
+    A session's routine uses that session's saved setup. A routine in the main conversation uses the setup selected for its new turn.
 
-For integrations, these records are called [Schedules in the API](/developers/api-ref/schedules).
+    Deleting a session removes its routines. Archiving it does not pause them. Deleting an Agent removes all its routines.
+  </Accordion>
+</AccordionGroup>
diff --git a/content/docs/developers/threads-and-contexts.mdx b/content/docs/developers/threads-and-contexts.mdx
deleted file mode 100644
index a905ed2..0000000
--- a/content/docs/developers/threads-and-contexts.mdx
+++ /dev/null
@@ -1,80 +0,0 @@
----
-title: Conversations and sessions
-sidebarTitle: Conversations and sessions
-icon: messages-square
-description: Keep the main conversation, steer ongoing work, and understand delegated sessions.
----
-
-Select an Agent in the sidebar to return to its main conversation. The header shows the Agent's name without an extra chat title. Its separate setup conversation is labelled **Manager**.
-
-Keep talking to the Agent as the work develops. You do not need to create a new conversation after each task or saved setup change.
-
-## Give follow-ups while it works
-
-Sending a message during a run adds it to the queue above the composer. Each queued message waits for its own turn. **Edit** changes it. **Cancel** removes it.
-
-Use **Send now** to bring a queued correction into the work already running. If that work has finished, the message starts a new turn instead.
-
-> *"Use the revised launch date in this attachment. Keep the investigation so far, but recheck every deadline against Friday."*
-
-A queued message using a different saved Agent setup shows **Saved setup applies next turn** instead of **Send now** while the older turn is running.
-
-**Stop** stops the current run and pauses messages you queued. A failed run also pauses those messages. Use **Send now** on a paused message when you are ready to continue. Reloading or changing devices does not discard the server's queue.
-
-Stopping the main run does not stop delegated sessions or pause future routines. Stop those sessions and pause those routines separately when you want all related work to stop.
-
-Queued routine messages and returned session results can still start work. Stopping one run does not clear those deliveries.
-
-See [Chat](/features/chat#while-fluso-is-working) for the queue controls.
-
-## Continue a large task
-
-Ask for a useful first result before a full historical review. Keep progress in project files when the task spans many turns.
-
-> *"Deliver the first useful version. Save the source coverage, completed items, and remaining work. Continue from that record on the next pass."*
-
-For a changing dataset, ask the Agent to preserve existing records and check new ones before it merges them.
-A summary of progress does not prove the deliverable contains that progress. Open the file and check it.
-
-See [People graph](/developers/examples/people-graph) for a task that grows from a first version into an updated research tool.
-
-## Let the Agent organize independent work
-
-For a complex request, the main conversation can delegate complementary tasks to sessions while continuing its own work. It should keep the central decisions and combine the results into your deliverable.
-
-For a release review, separate sessions might inspect test evidence and customer-impact notes while the main conversation evaluates release criteria. Small tasks or edits to the same file may be better kept together.
-
-The main conversation can reuse a session, send corrections, cancel obsolete work, and request a result. Requested results return automatically. A delegated session cannot create more sessions.
-
-<Accordion title="What context does a session receive?">
-  | Session type | Starting context |
-  | --- | --- |
-  | Fresh | Its assignment and the necessary inputs, without the main conversation's transcript |
-  | Forked | Completed conversation context at the point of the fork, followed by its assignment |
-
-  Both use the Agent setup selected when they are created and can use shared files and project memory. A fork does not copy running work or routines. Later messages and setup changes do not automatically propagate to an existing session.
-</Accordion>
-
-## Inspect sessions when useful
-
-When sessions exist, **Sessions** appears above the composer. It shows work that is queued, working, waiting for approval, idle, or needs attention. **New result** marks an unread session result. A fork icon marks inherited conversation context. **Uses an earlier setup** identifies a session created before a setup change.
-
-Open a session to inspect its conversation. **Main conversation** takes you back. You can rename, archive, restore, or delete delegated sessions from their menus.
-
-- **Idle** means it has no active work. It may be reused or woken by a routine.
-- **Archive** organizes the list. Use the routine controls to pause future work.
-- **Delete** removes the session and its routines. Preserve any results you still need first.
-
-The main conversation cannot be archived or deleted on its own. Deleting its project also removes the conversation. See [Files and context](/developers/project-context). The Manager is separate from this Sessions list.
-
-## Approval and recovery
-
-A session waiting for approval is waiting for your decision. Its approval can appear above the main composer's controls, in the session itself, or in [Inbox](/developers/inbox). A session's report cannot approve an action on your behalf.
-
-Switching away from a chat does not itself stop server work. Long conversations may be compacted into a summary, so reopening a chat does not mean every old message is loaded verbatim into the model.
-
-If a run fails, inspect the error and any files or app changes already made before retrying. Retrying is not a rollback of completed actions. For incomplete work, give a concrete continuation request:
-
-> *"Check the saved findings and source files. Continue from the unfinished checks without repeating completed external actions, and tell me what remains unresolved."*
-
-Use the Manager when the repeated problem is the Agent's instructions. Use connection, approval, or routine controls when the problem is access or scheduling.
diff --git a/content/docs/features/approvals.mdx b/content/docs/features/approvals.mdx
index f8d1aa5..55f5344 100644
--- a/content/docs/features/approvals.mdx
+++ b/content/docs/features/approvals.mdx
@@ -55,6 +55,6 @@ An Agent's **Allowed** connector setting only permits use of that connection. It
 | A read ran without a card | Check saved allow rules and the connection's read-only setting |
 | Another tool still asks after **Always allow this tool** | The saved rule applies to that tool, not every tool on the connection |
 | No approval can unblock the action | Check Agent capabilities, saved denies, organization restrictions, and connection status |
-| A delegated session waits | Review its approval in the session, main conversation, or [Inbox](/developers/inbox) |
+| A delegated session waits | Review its approval in the session, main conversation, or [Inbox](/developers/guides/inbox) |
 
-See [Apps & MCP](/features/mcp) for connecting accounts and [Setup and capabilities](/developers/agent-description) for selecting them for an Agent.
+See [Apps & MCP](/features/mcp) for connecting accounts and [Setup and capabilities](/developers/guides/settings) for selecting them for an Agent.
diff --git a/content/docs/features/chat.mdx b/content/docs/features/chat.mdx
index 97c05ba..0e933c8 100644
--- a/content/docs/features/chat.mdx
+++ b/content/docs/features/chat.mdx
@@ -21,7 +21,7 @@ Use the mode button in the composer to set how much reasoning Fluso spends on th
 
 Fast suits straightforward questions and small edits. Medium balances speed and reasoning. High spends more reasoning on difficult work. [Composer](/interface/composer) has the full comparison.
 
-The mode is chat-specific. Ordinary new chats start in Medium unless you switch them. Saved Agents take **High** or **Fast** from their [setup](/developers/agent-description).
+The mode is chat-specific. Ordinary new chats start in Medium unless you switch them. Saved Agents take **High** or **Fast** from their [setup](/developers/guides/settings).
 
 This only affects the chat you are using in the app. Telegram has its own conversation mode: using `/fast` in Telegram does not change an app chat, and changing the app control does not change Telegram.
 
@@ -45,7 +45,7 @@ A thread is one conversation. It remembers what you've said and what Fluso has s
 
 Start a new thread when you switch topic. Use the new-chat control in the sidebar. Old threads remain available to reopen. Long histories may be compacted into a summary for the model; the saved conversation remains readable.
 
-Saved [Agents](/developers/agent-builder) work differently: selecting an Agent returns to its continuing main conversation. Its Manager refines the setup, and it can delegate independent work to [sessions](/developers/threads-and-contexts).
+Saved [Agents](/developers/agent-builder) work differently: selecting an Agent returns to its continuing main conversation. Its Manager refines the setup, and it can delegate independent work to [sessions](/developers/guides/conversations).
 
 ## Things you can do inside chat
 
diff --git a/content/docs/features/mcp.mdx b/content/docs/features/mcp.mdx
index ce55021..59dd58f 100644
--- a/content/docs/features/mcp.mdx
+++ b/content/docs/features/mcp.mdx
@@ -28,7 +28,7 @@ Click **Add MCP**. The dialog opens on the **Apps** tab.
   <img src="/images/features/mcp/marketplace-apps.png" alt="The Add MCP dialog on the Apps tab: a search field and a catalog listing Google Workspace, GitHub, Slack, Slackbot, Linear, Web Search (connected), Airtable, Asana, and more, each with a Connect button." />
 </Frame>
 
-Search for the app, click **Connect**, and sign in on the app's own login screen. You approve the permissions there, the window closes itself, and the row appears in your list. Ordinary chats can use it from the next message. For a saved Agent, also select it under [Connectors](/developers/agent-description#grant-app-access).
+Search for the app, click **Connect**, and sign in on the app's own login screen. You approve the permissions there, the window closes itself, and the row appears in your list. Ordinary chats can use it from the next message. For a saved Agent, also select it under [Connectors](/developers/guides/settings#grant-app-access).
 
 A few rows worth knowing about:
 
diff --git a/content/docs/features/memory.mdx b/content/docs/features/memory.mdx
index 3ca115a..bbcb474 100644
--- a/content/docs/features/memory.mdx
+++ b/content/docs/features/memory.mdx
@@ -35,7 +35,7 @@ Memory is context for the conversation, not a script. Your current message still
   Saved Agent threads are the exception. They use the Agent's own definition
   instead of global preferences, project instructions, or `context.md`. They
   can still use project files and project working-memory summaries. See
-  [Files and context](/developers/project-context).
+  [Files and context](/developers/guides/files).
 </Note>
 
 ## How it updates
diff --git a/content/docs/features/open-architecture.mdx b/content/docs/features/open-architecture.mdx
index 91b6948..c75bd35 100644
--- a/content/docs/features/open-architecture.mdx
+++ b/content/docs/features/open-architecture.mdx
@@ -36,7 +36,7 @@ Instructions and settings are included. You choose whether to include knowledge
 
 Stored account credentials, conversations, routines, and project files stay private. The recipient connects their own apps. Publish later changes explicitly with **Update shared version**, or revoke the link with **Stop sharing**. Imported copies remain independent.
 
-See [Sharing and copies](/developers/export-import-and-share-agents) for the full flow and resource limits.
+See [Sharing and copies](/developers/guides/sharing) for the full flow and resource limits.
 
 ## A practical handoff
 
diff --git a/content/docs/features/projects.mdx b/content/docs/features/projects.mdx
index 5ec7007..ab9e140 100644
--- a/content/docs/features/projects.mdx
+++ b/content/docs/features/projects.mdx
@@ -51,7 +51,7 @@ Project instructions guide ordinary project chats. Durable notes and decisions l
   Saved Agent threads use the Agent's own instructions instead of project
   instructions or `context.md`. They can still use their conversation's project
   files and working-memory summaries. See [Files and
-  context](/developers/project-context) for this boundary.
+  context](/developers/guides/files) for this boundary.
 </Note>
 
 Use one project per scope that should stay separate. For example, keep Acme support work in an Acme project and the Q3 launch in a Q3 Launch project. Start a new chat inside the same project when the topic changes but the files and background should remain available.
diff --git a/content/docs/going-deeper.mdx b/content/docs/going-deeper.mdx
index e83f88d..bf3ca19 100644
--- a/content/docs/going-deeper.mdx
+++ b/content/docs/going-deeper.mdx
@@ -122,7 +122,7 @@ The instinct on day one is to read every draft carefully. By day twenty, you wil
 
 ## For teams
 
-Share a finished file or an [Agent's setup](/developers/export-import-and-share-agents) when a colleague needs your work. An imported Agent is an independent copy. It does not share your live conversations, routines, project files, or account connections.
+Share a finished file or an [Agent's setup](/developers/guides/sharing) when a colleague needs your work. An imported Agent is an independent copy. It does not share your live conversations, routines, project files, or account connections.
 
 **Admin visibility, not content access.** The current [Admin panel](/admin-panel) covers identity and access records, recorded usage, runtime status, and network policy. Connected-app inventory, seat controls, and a complete organization-wide audit require their owning Enterprise integrations. The admin UI does not expose messages, files, or knowledge graphs.
 
diff --git a/content/docs/index.mdx b/content/docs/index.mdx
index 277dae7..e37dec3 100644
--- a/content/docs/index.mdx
+++ b/content/docs/index.mdx
@@ -57,7 +57,7 @@ Pick a workflow that matches a problem you have right now. Each one is a story,
   <Card title="Agents (Beta)" icon="bot" href="/developers">
     Create an Agent, refine its setup, and return to its conversations, routines, and Inbox.
   </Card>
-  <Card title="Architecture" icon="network" href="/developers/architecture">
+  <Card title="Architecture" icon="network" href="/developers/api-ref/architecture">
     Request flow, durable data boundaries, and replaceable components.
   </Card>
   <Card title="Pricing" icon="credit-card" href="/resources/pricing">
diff --git a/content/docs/interface/composer.mdx b/content/docs/interface/composer.mdx
index 21c3491..a9ba03d 100644
--- a/content/docs/interface/composer.mdx
+++ b/content/docs/interface/composer.mdx
@@ -177,7 +177,7 @@ The mode button on the composer toolbar sets reasoning effort for the current ch
 | **Medium** | everyday work with a balance of speed and reasoning |
 | **High** | difficult tasks, reviews, and planning |
 
-The choice belongs to the chat, not the app, so a quick lookup and a long refactor can sit side by side in your sidebar at different settings. Ordinary chats default to Medium. Saved Agents take High or Fast from their [setup](/developers/agent-description), so change it there. In [confidential mode](/features/confidential), the underlying reasoning level is fixed and the extra High option is not offered for ordinary chats.
+The choice belongs to the chat, not the app, so a quick lookup and a long refactor can sit side by side in your sidebar at different settings. Ordinary chats default to Medium. Saved Agents take High or Fast from their [setup](/developers/guides/settings), so change it there. In [confidential mode](/features/confidential), the underlying reasoning level is fixed and the extra High option is not offered for ordinary chats.
 
 ## What Fluso may do on its own
 
diff --git a/content/docs/meta.json b/content/docs/meta.json
index 7435c5a..f286721 100644
--- a/content/docs/meta.json
+++ b/content/docs/meta.json
@@ -4,7 +4,7 @@
     "---Administration---",
     "admin-panel",
     "---Agents (Beta)---",
-    "...developers",
+    "developers",
     "---App setup---",
     "...integrations",
     "---Deployment models---",
diff --git a/public/_redirects b/public/_redirects
index 19db7de..b4c54d6 100644
--- a/public/_redirects
+++ b/public/_redirects
@@ -4,21 +4,39 @@
 /resources/security/ /resources/legal 301
 /llms.mdx/docs/resources/privacy/content.md /llms.mdx/docs/resources/legal/content.md 301
 /llms.mdx/docs/resources/security/content.md /llms.mdx/docs/resources/legal/content.md 301
-/developers/evaluations /developers/agent-builder#try-the-first-real-task 301
-/developers/evaluations/ /developers/agent-builder#try-the-first-real-task 301
+/developers/evaluations /developers/agent-builder 301
+/developers/evaluations/ /developers/agent-builder 301
 /llms.mdx/docs/developers/evaluations/content.md /llms.mdx/docs/developers/agent-builder/content.md 301
-/developers/versions /developers/agent-builder#refine-the-same-agent 301
-/developers/versions/ /developers/agent-builder#refine-the-same-agent 301
-/llms.mdx/docs/developers/versions/content.md /llms.mdx/docs/developers/agent-builder/content.md 301
+/developers/versions /developers/improve 301
+/developers/versions/ /developers/improve 301
+/llms.mdx/docs/developers/versions/content.md /llms.mdx/docs/developers/improve/content.md 301
 /developers/webhooks /developers/schedules 301
 /developers/webhooks/ /developers/schedules 301
 /llms.mdx/docs/developers/webhooks/content.md /llms.mdx/docs/developers/schedules/content.md 301
-/developers/user-preferences /developers/project-context 301
-/developers/user-preferences/ /developers/project-context 301
-/llms.mdx/docs/developers/user-preferences/content.md /llms.mdx/docs/developers/project-context/content.md 301
-/developers/context-isolation-in-threads /developers/project-context 301
-/developers/context-isolation-in-threads/ /developers/project-context 301
-/llms.mdx/docs/developers/context-isolation-in-threads/content.md /llms.mdx/docs/developers/project-context/content.md 301
-/developers/parent-and-child-threads /developers/threads-and-contexts 301
-/developers/parent-and-child-threads/ /developers/threads-and-contexts 301
-/llms.mdx/docs/developers/parent-and-child-threads/content.md /llms.mdx/docs/developers/threads-and-contexts/content.md 301
+/developers/user-preferences /developers/guides/files 301
+/developers/user-preferences/ /developers/guides/files 301
+/llms.mdx/docs/developers/user-preferences/content.md /llms.mdx/docs/developers/guides/files/content.md 301
+/developers/context-isolation-in-threads /developers/guides/files 301
+/developers/context-isolation-in-threads/ /developers/guides/files 301
+/llms.mdx/docs/developers/context-isolation-in-threads/content.md /llms.mdx/docs/developers/guides/files/content.md 301
+/developers/parent-and-child-threads /developers/guides/conversations 301
+/developers/parent-and-child-threads/ /developers/guides/conversations 301
+/llms.mdx/docs/developers/parent-and-child-threads/content.md /llms.mdx/docs/developers/guides/conversations/content.md 301
+/developers/agent-description /developers/guides/settings 301
+/developers/agent-description/ /developers/guides/settings 301
+/llms.mdx/docs/developers/agent-description/content.md /llms.mdx/docs/developers/guides/settings/content.md 301
+/developers/threads-and-contexts /developers/guides/conversations 301
+/developers/threads-and-contexts/ /developers/guides/conversations 301
+/llms.mdx/docs/developers/threads-and-contexts/content.md /llms.mdx/docs/developers/guides/conversations/content.md 301
+/developers/project-context /developers/guides/files 301
+/developers/project-context/ /developers/guides/files 301
+/llms.mdx/docs/developers/project-context/content.md /llms.mdx/docs/developers/guides/files/content.md 301
+/developers/inbox /developers/guides/inbox 301
+/developers/inbox/ /developers/guides/inbox 301
+/llms.mdx/docs/developers/inbox/content.md /llms.mdx/docs/developers/guides/inbox/content.md 301
+/developers/export-import-and-share-agents /developers/guides/sharing 301
+/developers/export-import-and-share-agents/ /developers/guides/sharing 301
+/llms.mdx/docs/developers/export-import-and-share-agents/content.md /llms.mdx/docs/developers/guides/sharing/content.md 301
+/developers/architecture /developers/api-ref/architecture 301
+/developers/architecture/ /developers/api-ref/architecture 301
+/llms.mdx/docs/developers/architecture/content.md /llms.mdx/docs/developers/api-ref/architecture/content.md 301
diff --git a/public/images/agents/create-from-chat.png b/public/images/agents/create-from-chat.png
deleted file mode 100644
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CLPfd&


From 11185dc02aa0008b4bbc056d244a482f487b3389 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Thu, 8 Oct 2026 20:14:50 +0200
Subject: [PATCH 06/18] docs: remove redundant sidebar home link

---
 content/docs/developers/meta.json | 1 -
 1 file changed, 1 deletion(-)

diff --git a/content/docs/developers/meta.json b/content/docs/developers/meta.json
index d03169b..9ae9e8d 100644
--- a/content/docs/developers/meta.json
+++ b/content/docs/developers/meta.json
@@ -3,7 +3,6 @@
   "icon": "bot",
   "root": true,
   "pages": [
-    "[arrow-left][All Fluso docs](/)",
     "index",
     "agent-builder",
     "improve",

From 90afe0482203fa8008de4eba090ef48d88394a7c Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Thu, 8 Oct 2026 21:52:56 +0200
Subject: [PATCH 07/18] docs: make Agents the section overview link

---
 app/(docs)/[[...slug]]/page.tsx   | 6 +++++-
 content/docs/developers/meta.json | 2 +-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/app/(docs)/[[...slug]]/page.tsx b/app/(docs)/[[...slug]]/page.tsx
index b32177b..24acce3 100644
--- a/app/(docs)/[[...slug]]/page.tsx
+++ b/app/(docs)/[[...slug]]/page.tsx
@@ -27,7 +27,11 @@ export default async function Page(props: PageParams) {
   const isAgentGuide = page.slugs[0] === 'developers' && page.slugs[1] !== 'api-ref';
 
   return (
-    <DocsPage toc={page.data.toc} full={page.data.full}>
+    <DocsPage
+      toc={page.data.toc}
+      full={page.data.full}
+      breadcrumb={{ includeRoot: page.slugs[0] === 'developers' && page.slugs.length > 1 }}
+    >
       <DocsTitle>{page.data.title}</DocsTitle>
       <DocsDescription className={isAgentGuide ? undefined : 'mb-0'}>
         {page.data.description}
diff --git a/content/docs/developers/meta.json b/content/docs/developers/meta.json
index 9ae9e8d..987c1dd 100644
--- a/content/docs/developers/meta.json
+++ b/content/docs/developers/meta.json
@@ -2,8 +2,8 @@
   "title": "Agents",
   "icon": "bot",
   "root": true,
+  "pagesIndex": "index",
   "pages": [
-    "index",
     "agent-builder",
     "improve",
     "schedules",

From 10eafd37a9ca8e36e17f513ed6e875bdc9aae74a Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Thu, 8 Oct 2026 22:43:58 +0200
Subject: [PATCH 08/18] docs: expand Agents within the shared sidebar

---
 app/(docs)/[[...slug]]/page.tsx   | 6 +-----
 content/docs/developers/meta.json | 4 ++--
 2 files changed, 3 insertions(+), 7 deletions(-)

diff --git a/app/(docs)/[[...slug]]/page.tsx b/app/(docs)/[[...slug]]/page.tsx
index 24acce3..b1af292 100644
--- a/app/(docs)/[[...slug]]/page.tsx
+++ b/app/(docs)/[[...slug]]/page.tsx
@@ -27,11 +27,7 @@ export default async function Page(props: PageParams) {
   const isAgentGuide = page.slugs[0] === 'developers' && page.slugs[1] !== 'api-ref';
 
   return (
-    <DocsPage
-      toc={page.data.toc}
-      full={page.data.full}
-      breadcrumb={{ includeRoot: page.slugs[0] === 'developers' && page.slugs.length > 1 }}
-    >
+    <DocsPage toc={page.data.toc} full={page.data.full} breadcrumb={{ enabled: page.url !== '/developers' }}>
       <DocsTitle>{page.data.title}</DocsTitle>
       <DocsDescription className={isAgentGuide ? undefined : 'mb-0'}>
         {page.data.description}
diff --git a/content/docs/developers/meta.json b/content/docs/developers/meta.json
index 987c1dd..709c8b8 100644
--- a/content/docs/developers/meta.json
+++ b/content/docs/developers/meta.json
@@ -1,9 +1,9 @@
 {
   "title": "Agents",
   "icon": "bot",
-  "root": true,
-  "pagesIndex": "index",
   "pages": [
+    "!index",
+    "[bot][Overview](/developers)",
     "agent-builder",
     "improve",
     "schedules",

From 942080c7a50e4011a39c5bc0ac37beabd50faafe Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Thu, 8 Oct 2026 23:36:45 +0200
Subject: [PATCH 09/18] docs: flatten guides under Agents heading

---
 app/(docs)/[[...slug]]/page.tsx   | 2 +-
 content/docs/developers/meta.json | 2 --
 content/docs/meta.json            | 2 +-
 3 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/app/(docs)/[[...slug]]/page.tsx b/app/(docs)/[[...slug]]/page.tsx
index b1af292..b32177b 100644
--- a/app/(docs)/[[...slug]]/page.tsx
+++ b/app/(docs)/[[...slug]]/page.tsx
@@ -27,7 +27,7 @@ export default async function Page(props: PageParams) {
   const isAgentGuide = page.slugs[0] === 'developers' && page.slugs[1] !== 'api-ref';
 
   return (
-    <DocsPage toc={page.data.toc} full={page.data.full} breadcrumb={{ enabled: page.url !== '/developers' }}>
+    <DocsPage toc={page.data.toc} full={page.data.full}>
       <DocsTitle>{page.data.title}</DocsTitle>
       <DocsDescription className={isAgentGuide ? undefined : 'mb-0'}>
         {page.data.description}
diff --git a/content/docs/developers/meta.json b/content/docs/developers/meta.json
index 709c8b8..fb75c1d 100644
--- a/content/docs/developers/meta.json
+++ b/content/docs/developers/meta.json
@@ -1,6 +1,4 @@
 {
-  "title": "Agents",
-  "icon": "bot",
   "pages": [
     "!index",
     "[bot][Overview](/developers)",
diff --git a/content/docs/meta.json b/content/docs/meta.json
index f286721..7435c5a 100644
--- a/content/docs/meta.json
+++ b/content/docs/meta.json
@@ -4,7 +4,7 @@
     "---Administration---",
     "admin-panel",
     "---Agents (Beta)---",
-    "developers",
+    "...developers",
     "---App setup---",
     "...integrations",
     "---Deployment models---",

From d0795a083af2eea6d4dd12be932d1a49d45e4f62 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Fri, 9 Oct 2026 00:12:38 +0200
Subject: [PATCH 10/18] docs: illustrate everyday Agent workflows

---
 README.md                                      |   4 +++-
 content/docs/developers/agent-builder.mdx      |   4 ++++
 .../docs/developers/guides/conversations.mdx   |   4 ++++
 content/docs/developers/guides/files.mdx       |   6 +++++-
 content/docs/developers/guides/settings.mdx    |   6 +++++-
 content/docs/developers/guides/sharing.mdx     |   4 ++++
 content/docs/developers/improve.mdx            |   4 ++++
 content/docs/developers/index.mdx              |   4 ++++
 content/docs/developers/schedules.mdx          |   4 ++++
 public/images/agents/agent-capabilities.png    | Bin 0 -> 138722 bytes
 public/images/agents/knowledge-files.png       | Bin 0 -> 31510 bytes
 public/images/agents/meeting-manager.png       | Bin 0 -> 129735 bytes
 public/images/agents/meeting-refinement.png    | Bin 0 -> 156767 bytes
 public/images/agents/my-agents.png             | Bin 0 -> 67558 bytes
 public/images/agents/routine-editor.png        | Bin 0 -> 51059 bytes
 public/images/agents/sessions-list.png         | Bin 0 -> 32401 bytes
 public/images/agents/share-options.png         | Bin 0 -> 91427 bytes
 17 files changed, 37 insertions(+), 3 deletions(-)
 create mode 100644 public/images/agents/agent-capabilities.png
 create mode 100644 public/images/agents/knowledge-files.png
 create mode 100644 public/images/agents/meeting-manager.png
 create mode 100644 public/images/agents/meeting-refinement.png
 create mode 100644 public/images/agents/my-agents.png
 create mode 100644 public/images/agents/routine-editor.png
 create mode 100644 public/images/agents/sessions-list.png
 create mode 100644 public/images/agents/share-options.png

diff --git a/README.md b/README.md
index 010396c..dfefa5f 100644
--- a/README.md
+++ b/README.md
@@ -40,7 +40,9 @@ The examples use generalized patterns from a read-only review of development con
 
 The reading path starts with one meeting-preparation task, then refinement and scheduling. Examples, detailed behavior, and developer reference are separate, collapsed sidebar groups. Introduce a feature when it helps the reader do something. Use natural requests and explain necessary terms where they first appear.
 
-Five product screenshots come from these `dev` revisions running locally with a Clerk test account and real model calls. The first walkthrough uses clearly identified sample workshop notes, including a correction to the Agent's cost assumptions. The longer launch-review example used this documentation draft and its validation report. It covered file uploads, separate working sessions, Manager refinement, a one-time routine, and Inbox. The cookie-consent dependency was built from its genuine `v1.0.0` source because private-registry access was unavailable. No responses or product states were mocked.
+Thirteen product screenshots come from these `dev` revisions running locally with a Clerk test account and real model calls. The first walkthrough uses clearly identified sample workshop notes, including a correction to the Agent's cost assumptions. Follow-up images show its saved Manager refinement, attached checklist, capabilities, schedule, library entry, and sharing choices. The sample morning routine was saved, captured, and paused. The sharing dialog was captured before publishing.
+
+The longer launch-review example used this documentation draft and its validation report. It covered file uploads, separate working sessions, Manager refinement, a one-time routine, and Inbox. Its completed sessions were renamed through the app to describe their assignments. Some images capture just the relevant dialog or section. No responses or product states were mocked. The cookie-consent dependency was built from its genuine `v1.0.0` source because private-registry access was unavailable.
 
 Use source behavior over old release notes. Remove retired pages from navigation and add their replacements to `public/_redirects`, including markdown export URLs. Cloudflare Pages serves these redirects; Next's local dev server does not.
 
diff --git a/content/docs/developers/agent-builder.mdx b/content/docs/developers/agent-builder.mdx
index 1ef18dd..930ee5a 100644
--- a/content/docs/developers/agent-builder.mdx
+++ b/content/docs/developers/agent-builder.mdx
@@ -26,6 +26,10 @@ Fluso opens a setup conversation called **Manager**. It gives the Agent a name a
 
 Read the setup beside the conversation. Ask for a change there if needed. Select **Launch agent** when you are ready.
 
+<Frame caption="Manager saves the setup beside your conversation. Launch agent opens the working chat.">
+  <img src="/images/agents/meeting-manager.png" alt="Meeting Prep's Manager conversation beside its saved instructions, skill, project, and Launch agent button." loading="lazy" />
+</Frame>
+
 ## 2. Give it something to work on
 
 You are now in the Agent's working conversation. Paste your meeting notes, or try these sample notes:
diff --git a/content/docs/developers/guides/conversations.mdx b/content/docs/developers/guides/conversations.mdx
index dc027cc..e88557d 100644
--- a/content/docs/developers/guides/conversations.mdx
+++ b/content/docs/developers/guides/conversations.mdx
@@ -34,6 +34,10 @@ Open **Sessions** above the composer to see their progress. Select one to read i
 
 **New result** marks a result you have not read. **Uses an earlier setup** means the session started before a saved change to the Agent.
 
+<Frame caption="Two completed reviews remain available. Both started before the Agent's setup changed.">
+  <img src="/images/agents/sessions-list.png" alt="The Sessions list shows Reader journey review and Validation evidence review as idle, both using an earlier setup." className="mx-auto max-w-md" loading="lazy" />
+</Frame>
+
 The Agent can reuse sessions, give them corrections, and cancel work it no longer needs. Requested results return automatically.
 
 <AccordionGroup>
diff --git a/content/docs/developers/guides/files.mdx b/content/docs/developers/guides/files.mdx
index bea1daa..d35e024 100644
--- a/content/docs/developers/guides/files.mdx
+++ b/content/docs/developers/guides/files.mdx
@@ -16,7 +16,11 @@ Projects help organize work. Agents in your account can still use shared files e
 
 ## Save a reference it should keep
 
-Add **Knowledge files** in the Agent editor for material it should use repeatedly. A writing guide, review checklist, or agreed policy can fit here.
+Add files under **Knowledge** in the Agent editor for material it should use repeatedly. A writing guide, review checklist, or agreed policy can fit here.
+
+<Frame caption="A saved checklist stays attached for future meeting briefs.">
+  <img src="/images/agents/knowledge-files.png" alt="The Knowledge section contains Meeting brief checklist.md and an Add files control." loading="lazy" />
+</Frame>
 
 You can also ask Manager to attach an existing workspace file:
 
diff --git a/content/docs/developers/guides/settings.mdx b/content/docs/developers/guides/settings.mdx
index c63542c..f8f57bb 100644
--- a/content/docs/developers/guides/settings.mdx
+++ b/content/docs/developers/guides/settings.mdx
@@ -16,6 +16,10 @@ For changes to its usual way of working, start with [Improve your Agent](/develo
 
 Choose what the job needs. You can add more later.
 
+<Frame caption="Meeting Prep uses the Meeting intelligence skill. This example needs no connected apps.">
+  <img src="/images/agents/agent-capabilities.png" alt="The Capabilities picker shows Meeting intelligence selected, with one skill and no connectors." className="mx-auto max-w-xl" loading="lazy" />
+</Frame>
+
 ## Grant app access
 
 Connect your account under **Plugins → MCP**, then select the connection in the Agent's setup.
@@ -46,7 +50,7 @@ Set this in the Agent's setup. Its main conversation follows that choice.
 
 ## Add useful references
 
-Use **Knowledge files** for a document the Agent should keep as a reference, such as a meeting checklist or writing guide.
+Use **Knowledge** in the editor for a document the Agent should keep as a reference, such as a meeting checklist or writing guide.
 
 The attachment is a saved copy. Replace it when the reference changes. See [Files and memory](/developers/guides/files).
 
diff --git a/content/docs/developers/guides/sharing.mdx b/content/docs/developers/guides/sharing.mdx
index db86904..286b2a1 100644
--- a/content/docs/developers/guides/sharing.mdx
+++ b/content/docs/developers/guides/sharing.mdx
@@ -19,6 +19,10 @@ Instructions and settings are included. Anyone with the link can read the publis
 
 Read the selected files and skill folders before publishing. Check connection URLs too: a URL can itself contain private information or an access key.
 
+<Frame caption="Include a reference when it helps the next person use the Agent. Review it before creating the link.">
+  <img src="/images/agents/share-options.png" alt="The Share Agent dialog has the meeting checklist selected and explains what the public link includes." className="mx-auto max-w-xl" loading="lazy" />
+</Frame>
+
 ## Update or close the link
 
 Private edits stay private until you select **Update shared version**. That publishes your current setup at the same link.
diff --git a/content/docs/developers/improve.mdx b/content/docs/developers/improve.mdx
index 9231c15..d5ca8e5 100644
--- a/content/docs/developers/improve.mdx
+++ b/content/docs/developers/improve.mdx
@@ -26,6 +26,10 @@ Use **Manager** when you want the Agent to follow that preference in future work
 
 Read the saved instructions beside the conversation. Then return to the Agent and give it another task.
 
+<Frame caption="The saved instructions now put decisions first and end with three questions.">
+  <img src="/images/agents/meeting-refinement.png" alt="Manager confirms the requested brief format, with the updated instructions expanded beside its reply." loading="lazy" />
+</Frame>
+
 The change applies to its next turn. Work already underway keeps the setup it started with.
 
 ## Be specific about what missed the mark
diff --git a/content/docs/developers/index.mdx b/content/docs/developers/index.mdx
index ceb84cb..cb92222 100644
--- a/content/docs/developers/index.mdx
+++ b/content/docs/developers/index.mdx
@@ -24,6 +24,10 @@ Prefer another starting point? [Browse the examples](/developers/examples).
 
 **My Agents** brings your assistants together and shows upcoming routines. Open an Agent to continue its conversation.
 
+<Frame caption="Return to a conversation, or see which Agent has work coming up.">
+  <img src="/images/agents/my-agents.png" alt="My Agents shows Meeting Prep and Release Reviewer, with a morning routine coming up for Meeting Prep." loading="lazy" />
+</Frame>
+
 As you use it, you can [improve its usual approach](/developers/improve), [schedule a task](/developers/schedules), or [share a copy](/developers/guides/sharing).
 
 <Accordion title="I don't see Agents in Fluso">
diff --git a/content/docs/developers/schedules.mdx b/content/docs/developers/schedules.mdx
index c9fdb5d..be83623 100644
--- a/content/docs/developers/schedules.mdx
+++ b/content/docs/developers/schedules.mdx
@@ -28,6 +28,10 @@ Open **Routines** in the Agents sidebar, or use the routine control in the conve
 
 You can choose one time, daily, weekdays, weekly, or a repeating interval.
 
+<Frame caption="Choose the message, time, timezone, and Agent before you create the routine.">
+  <img src="/images/agents/routine-editor.png" alt="A one-time routine for Meeting Prep at 8 AM in Europe/Zurich, asking it to review the workshop's open decisions." className="mx-auto max-w-xl" loading="lazy" />
+</Frame>
+
 Request work in the Agent's working conversation. A routine you request in **Manager** is for reviewing the Agent's setup.
 
 ## Find the result
diff --git a/public/images/agents/agent-capabilities.png b/public/images/agents/agent-capabilities.png
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HcmV?d00001


From e0f3257211c50d8704a5aa902212690f80adaec2 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Fri, 9 Oct 2026 01:58:09 +0200
Subject: [PATCH 11/18] docs: improve Agent screenshot framing and readability

---
 README.md                                     |   2 +-
 components/mintlify.tsx                       |   6 +++++-
 content/docs/developers/agent-builder.mdx     |  14 ++++++++++----
 .../developers/examples/release-review.mdx    |  16 ++++++++++------
 .../docs/developers/guides/conversations.mdx  |   6 ++++--
 content/docs/developers/guides/files.mdx      |   4 +++-
 content/docs/developers/guides/inbox.mdx      |   4 +++-
 content/docs/developers/guides/settings.mdx   |   6 ++++--
 content/docs/developers/guides/sharing.mdx    |   6 ++++--
 content/docs/developers/improve.mdx           |   6 ++++--
 content/docs/developers/index.mdx             |   4 +++-
 content/docs/developers/schedules.mdx         |   6 ++++--
 public/images/agents/delegated-reviews.png    | Bin 99964 -> 0 bytes
 public/images/agents/inbox-result.png         | Bin 39349 -> 38306 bytes
 public/images/agents/meeting-brief.png        | Bin 83879 -> 137178 bytes
 public/images/agents/meeting-create.png       | Bin 75494 -> 117996 bytes
 public/images/agents/meeting-manager.png      | Bin 129735 -> 149554 bytes
 public/images/agents/meeting-refinement.png   | Bin 156767 -> 145837 bytes
 public/images/agents/review-request.png       | Bin 0 -> 78733 bytes
 public/images/agents/routine-result.png       | Bin 156441 -> 153621 bytes
 20 files changed, 55 insertions(+), 25 deletions(-)
 delete mode 100644 public/images/agents/delegated-reviews.png
 create mode 100644 public/images/agents/review-request.png

diff --git a/README.md b/README.md
index dfefa5f..d7b6dd5 100644
--- a/README.md
+++ b/README.md
@@ -42,7 +42,7 @@ The reading path starts with one meeting-preparation task, then refinement and s
 
 Thirteen product screenshots come from these `dev` revisions running locally with a Clerk test account and real model calls. The first walkthrough uses clearly identified sample workshop notes, including a correction to the Agent's cost assumptions. Follow-up images show its saved Manager refinement, attached checklist, capabilities, schedule, library entry, and sharing choices. The sample morning routine was saved, captured, and paused. The sharing dialog was captured before publishing.
 
-The longer launch-review example used this documentation draft and its validation report. It covered file uploads, separate working sessions, Manager refinement, a one-time routine, and Inbox. Its completed sessions were renamed through the app to describe their assignments. Some images capture just the relevant dialog or section. No responses or product states were mocked. The cookie-consent dependency was built from its genuine `v1.0.0` source because private-registry access was unavailable.
+The longer launch-review example used this documentation draft and its validation report. It covered file uploads, separate working sessions, Manager refinement, a one-time routine, and Inbox. Its completed sessions were renamed through the app to describe their assignments. Screenshots use the relevant dialog, section, or narrower app window to keep text readable. The creation form was recaptured without submitting another Agent; conversation images show saved history. No responses or product states were mocked. The cookie-consent dependency was built from its genuine `v1.0.0` source because private-registry access was unavailable.
 
 Use source behavior over old release notes. Remove retired pages from navigation and add their replacements to `public/_redirects`, including markdown export URLs. Cloudflare Pages serves these redirects; Next's local dev server does not.
 
diff --git a/components/mintlify.tsx b/components/mintlify.tsx
index 11edc66..5211d6d 100644
--- a/components/mintlify.tsx
+++ b/components/mintlify.tsx
@@ -213,12 +213,16 @@ export function AccordionGroup({ children }: { children: ReactNode }) {
 export function Frame({
   caption,
   children,
+  className,
 }: {
   caption?: ReactNode;
   children: ReactNode;
+  className?: string;
 }) {
   return (
-    <figure className="my-6 overflow-hidden rounded-xl border bg-fd-card p-2 not-prose">
+    <figure
+      className={cn('my-6 overflow-hidden rounded-xl border bg-fd-card p-2 not-prose', className)}
+    >
       <div className="overflow-hidden rounded-lg [&_img]:my-0 [&_img]:w-full">
         {children}
       </div>
diff --git a/content/docs/developers/agent-builder.mdx b/content/docs/developers/agent-builder.mdx
index 930ee5a..0f62b1a 100644
--- a/content/docs/developers/agent-builder.mdx
+++ b/content/docs/developers/agent-builder.mdx
@@ -19,15 +19,19 @@ Write this in the message box:
 Send the message.
 
 <Frame caption="Describe the job in your own words. You can change it later.">
-  <img src="/images/agents/meeting-create.png" alt="New Agent message box with a request for help preparing for meetings." />
+  <a href="/images/agents/meeting-create.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/meeting-create.png" alt="New Agent message box with a request for help preparing for meetings." width="1520" height="996" />
+  </a>
 </Frame>
 
 Fluso opens a setup conversation called **Manager**. It gives the Agent a name and saves instructions for how it should help.
 
 Read the setup beside the conversation. Ask for a change there if needed. Select **Launch agent** when you are ready.
 
-<Frame caption="Manager saves the setup beside your conversation. Launch agent opens the working chat.">
-  <img src="/images/agents/meeting-manager.png" alt="Meeting Prep's Manager conversation beside its saved instructions, skill, project, and Launch agent button." loading="lazy" />
+<Frame caption="Manager confirms that Meeting Prep is ready. Launch agent opens the working conversation.">
+  <a href="/images/agents/meeting-manager.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/meeting-manager.png" alt="The creation request and Manager's reply, with the Launch agent button below." loading="lazy" width="1600" height="1276" />
+  </a>
 </Frame>
 
 ## 2. Give it something to work on
@@ -51,7 +55,9 @@ In our run, the Agent estimated costs we had not supplied. We corrected that and
 We also asked for a shorter version: three decisions, the missing costs, and one question to ask first.
 
 <Frame caption="The shorter brief keeps the decisions and unknown costs clear. This is a real run with sample notes.">
-  <img src="/images/agents/meeting-brief.png" alt="Meeting Prep updates the workshop brief after a room change and a correction about unknown costs." />
+  <a href="/images/agents/meeting-brief.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/meeting-brief.png" alt="Meeting Prep updates the workshop brief after a room change and a correction about unknown costs." width="1600" height="1490" />
+  </a>
 </Frame>
 
 You can correct details, attach another document, or ask for a shorter answer in the same conversation. Select the Agent in the sidebar to return later.
diff --git a/content/docs/developers/examples/release-review.mdx b/content/docs/developers/examples/release-review.mdx
index 6f10b99..b60def4 100644
--- a/content/docs/developers/examples/release-review.mdx
+++ b/content/docs/developers/examples/release-review.mdx
@@ -16,6 +16,12 @@ Create a reviewer through [New Agent](/developers/agent-builder). Explain what i
 
 Then attach the actual material. Explain when you need the decision and what must be true before launch.
 
+<Frame caption="The review request brings the launch brief, validation notes, and draft guides together.">
+  <a href="/images/agents/review-request.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/review-request.png" alt="A launch-review request with five attached documents from this documentation project." loading="lazy" width="1440" height="386" />
+  </a>
+</Frame>
+
 ## Give different checks room to run
 
 For a larger review, you can ask:
@@ -24,11 +30,7 @@ For a larger review, you can ask:
 
 The Agent can use separate [sessions](/developers/guides/conversations) while it works on the overall review.
 
-<Frame caption="In a real local run, two sessions checked different parts of a documentation release.">
-  <img src="/images/agents/delegated-reviews.png" alt="An Agent reviewing five documents with two separate sessions working." />
-</Frame>
-
-In that run, the Agent recommended waiting because checks and approval were still pending. It returned a report with both sessions' findings.
+In our local run, two sessions checked different parts of this documentation release. The Agent recommended waiting because checks and approval were still pending. It returned a report with both sessions' findings.
 
 It also misread one progress note as a contradiction. We clarified it in the conversation, and it corrected the saved report.
 
@@ -48,7 +50,9 @@ You can schedule a later check with a [one-time routine](/developers/schedules).
   The routine reread the saved report and validation notes. It found no new evidence, so it kept the unresolved checks open.
 
   <Frame caption="The routine returned to the same conversation and kept the pending decisions visible.">
-    <img src="/images/agents/routine-result.png" alt="A compact routine message and its completed follow-up in the Agent conversation." />
+    <a href="/images/agents/routine-result.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+      <img src="/images/agents/routine-result.png" alt="A compact routine message and its completed follow-up in the Agent conversation." width="1760" height="1016" />
+    </a>
   </Frame>
 
   Its result appeared in Inbox. The routine did not approve or publish the release.
diff --git a/content/docs/developers/guides/conversations.mdx b/content/docs/developers/guides/conversations.mdx
index e88557d..161a483 100644
--- a/content/docs/developers/guides/conversations.mdx
+++ b/content/docs/developers/guides/conversations.mdx
@@ -34,8 +34,10 @@ Open **Sessions** above the composer to see their progress. Select one to read i
 
 **New result** marks a result you have not read. **Uses an earlier setup** means the session started before a saved change to the Agent.
 
-<Frame caption="Two completed reviews remain available. Both started before the Agent's setup changed.">
-  <img src="/images/agents/sessions-list.png" alt="The Sessions list shows Reader journey review and Validation evidence review as idle, both using an earlier setup." className="mx-auto max-w-md" loading="lazy" />
+<Frame className="mx-auto max-w-lg" caption="Both reviews remain available after completion. They use the Agent's earlier setup.">
+  <a href="/images/agents/sessions-list.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/sessions-list.png" alt="The Sessions list shows Reader journey review and Validation evidence review as idle, both using an earlier setup." loading="lazy" width="640" height="300" />
+  </a>
 </Frame>
 
 The Agent can reuse sessions, give them corrections, and cancel work it no longer needs. Requested results return automatically.
diff --git a/content/docs/developers/guides/files.mdx b/content/docs/developers/guides/files.mdx
index d35e024..2e85b42 100644
--- a/content/docs/developers/guides/files.mdx
+++ b/content/docs/developers/guides/files.mdx
@@ -19,7 +19,9 @@ Projects help organize work. Agents in your account can still use shared files e
 Add files under **Knowledge** in the Agent editor for material it should use repeatedly. A writing guide, review checklist, or agreed policy can fit here.
 
 <Frame caption="A saved checklist stays attached for future meeting briefs.">
-  <img src="/images/agents/knowledge-files.png" alt="The Knowledge section contains Meeting brief checklist.md and an Add files control." loading="lazy" />
+  <a href="/images/agents/knowledge-files.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/knowledge-files.png" alt="The Knowledge section contains Meeting brief checklist.md and an Add files control." loading="lazy" width="1424" height="402" />
+  </a>
 </Frame>
 
 You can also ask Manager to attach an existing workspace file:
diff --git a/content/docs/developers/guides/inbox.mdx b/content/docs/developers/guides/inbox.mdx
index 89f47d7..b85142c 100644
--- a/content/docs/developers/guides/inbox.mdx
+++ b/content/docs/developers/guides/inbox.mdx
@@ -9,7 +9,9 @@ Open **Inbox** in the Agents sidebar to find approvals, failures, and routine re
 Choose **Open result** to return to the conversation. Read the answer and open any files it produced.
 
 <Frame caption="A completed routine appears in Inbox with a link to its conversation.">
-  <img src="/images/agents/inbox-result.png" alt="Inbox showing a completed routine and an Open result link." />
+  <a href="/images/agents/inbox-result.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/inbox-result.png" alt="Inbox showing a completed routine and an Open result link." width="1536" height="524" />
+  </a>
 </Frame>
 
 ## When something needs your attention
diff --git a/content/docs/developers/guides/settings.mdx b/content/docs/developers/guides/settings.mdx
index f8f57bb..258a6d8 100644
--- a/content/docs/developers/guides/settings.mdx
+++ b/content/docs/developers/guides/settings.mdx
@@ -16,8 +16,10 @@ For changes to its usual way of working, start with [Improve your Agent](/develo
 
 Choose what the job needs. You can add more later.
 
-<Frame caption="Meeting Prep uses the Meeting intelligence skill. This example needs no connected apps.">
-  <img src="/images/agents/agent-capabilities.png" alt="The Capabilities picker shows Meeting intelligence selected, with one skill and no connectors." className="mx-auto max-w-xl" loading="lazy" />
+<Frame className="mx-auto max-w-xl" caption="Meeting Prep uses the Meeting intelligence skill. This example needs no connected apps.">
+  <a href="/images/agents/agent-capabilities.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/agent-capabilities.png" alt="The Capabilities picker shows Meeting intelligence selected, with one skill and no connectors." loading="lazy" width="1152" height="1280" />
+  </a>
 </Frame>
 
 ## Grant app access
diff --git a/content/docs/developers/guides/sharing.mdx b/content/docs/developers/guides/sharing.mdx
index 286b2a1..4d961c3 100644
--- a/content/docs/developers/guides/sharing.mdx
+++ b/content/docs/developers/guides/sharing.mdx
@@ -19,8 +19,10 @@ Instructions and settings are included. Anyone with the link can read the publis
 
 Read the selected files and skill folders before publishing. Check connection URLs too: a URL can itself contain private information or an access key.
 
-<Frame caption="Include a reference when it helps the next person use the Agent. Review it before creating the link.">
-  <img src="/images/agents/share-options.png" alt="The Share Agent dialog has the meeting checklist selected and explains what the public link includes." className="mx-auto max-w-xl" loading="lazy" />
+<Frame className="mx-auto max-w-lg" caption="Choose the reference files to include. Review them before creating the link.">
+  <a href="/images/agents/share-options.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/share-options.png" alt="The Share Agent dialog has the meeting checklist selected and explains what the public link includes." loading="lazy" width="1024" height="804" />
+  </a>
 </Frame>
 
 ## Update or close the link
diff --git a/content/docs/developers/improve.mdx b/content/docs/developers/improve.mdx
index d5ca8e5..e7f51b0 100644
--- a/content/docs/developers/improve.mdx
+++ b/content/docs/developers/improve.mdx
@@ -26,8 +26,10 @@ Use **Manager** when you want the Agent to follow that preference in future work
 
 Read the saved instructions beside the conversation. Then return to the Agent and give it another task.
 
-<Frame caption="The saved instructions now put decisions first and end with three questions.">
-  <img src="/images/agents/meeting-refinement.png" alt="Manager confirms the requested brief format, with the updated instructions expanded beside its reply." loading="lazy" />
+<Frame caption="Manager confirms that the new format is saved for future briefs.">
+  <a href="/images/agents/meeting-refinement.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/meeting-refinement.png" alt="A request to put decisions first, followed by Manager's confirmation that it saved the format." loading="lazy" width="1600" height="1208" />
+  </a>
 </Frame>
 
 The change applies to its next turn. Work already underway keeps the setup it started with.
diff --git a/content/docs/developers/index.mdx b/content/docs/developers/index.mdx
index cb92222..51a50eb 100644
--- a/content/docs/developers/index.mdx
+++ b/content/docs/developers/index.mdx
@@ -25,7 +25,9 @@ Prefer another starting point? [Browse the examples](/developers/examples).
 **My Agents** brings your assistants together and shows upcoming routines. Open an Agent to continue its conversation.
 
 <Frame caption="Return to a conversation, or see which Agent has work coming up.">
-  <img src="/images/agents/my-agents.png" alt="My Agents shows Meeting Prep and Release Reviewer, with a morning routine coming up for Meeting Prep." loading="lazy" />
+  <a href="/images/agents/my-agents.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/my-agents.png" alt="My Agents shows Meeting Prep and Release Reviewer, with a morning routine coming up for Meeting Prep." loading="lazy" width="1280" height="600" />
+  </a>
 </Frame>
 
 As you use it, you can [improve its usual approach](/developers/improve), [schedule a task](/developers/schedules), or [share a copy](/developers/guides/sharing).
diff --git a/content/docs/developers/schedules.mdx b/content/docs/developers/schedules.mdx
index be83623..f8cd5f2 100644
--- a/content/docs/developers/schedules.mdx
+++ b/content/docs/developers/schedules.mdx
@@ -28,8 +28,10 @@ Open **Routines** in the Agents sidebar, or use the routine control in the conve
 
 You can choose one time, daily, weekdays, weekly, or a repeating interval.
 
-<Frame caption="Choose the message, time, timezone, and Agent before you create the routine.">
-  <img src="/images/agents/routine-editor.png" alt="A one-time routine for Meeting Prep at 8 AM in Europe/Zurich, asking it to review the workshop's open decisions." className="mx-auto max-w-xl" loading="lazy" />
+<Frame className="mx-auto max-w-xl" caption="Choose the message, time, timezone, and Agent before you create the routine.">
+  <a href="/images/agents/routine-editor.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/agents/routine-editor.png" alt="A one-time routine for Meeting Prep at 8 AM in Europe/Zurich, asking it to review the workshop's open decisions." loading="lazy" width="576" height="720" />
+  </a>
 </Frame>
 
 Request work in the Agent's working conversation. A routine you request in **Manager** is for reviewing the Agent's setup.
diff --git a/public/images/agents/delegated-reviews.png b/public/images/agents/delegated-reviews.png
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From c3ba822f11bcda4fe58bb62c0faf34012ca07012 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Sun, 11 Oct 2026 20:08:48 +0200
Subject: [PATCH 12/18] docs: explain standalone workspaces and current account
 API

---
 .cspell.json                                  |   2 +
 AGENTS.md                                     |   1 +
 content/docs/deployment-models.mdx            |  10 +-
 .../api-ref/agents-and-versions.mdx           |  91 +++----
 .../docs/developers/api-ref/architecture.mdx  |   4 +-
 .../developers/api-ref/authentication.mdx     | 103 +++++---
 .../developers/api-ref/files-and-projects.mdx | 236 +++---------------
 content/docs/developers/api-ref/meta.json     |   8 +-
 content/docs/developers/api-ref/runs.mdx      | 125 +++-------
 content/docs/developers/api-ref/schedules.mdx | 146 ++---------
 content/docs/developers/api-ref/sharing.mdx   |  30 +--
 .../api-ref/threads-and-messages.mdx          |  83 +++---
 content/docs/developers/api-ref/usage.mdx     | 144 ++---------
 content/docs/features/open-architecture.mdx   |   2 +-
 content/docs/index.mdx                        |   3 +
 content/docs/meta.json                        |   4 +-
 content/docs/workspaces/index.mdx             |  55 ++++
 content/docs/workspaces/linux.mdx             | 122 +++++++++
 content/docs/workspaces/macos.mdx             |  96 +++++++
 content/docs/workspaces/manage.mdx            | 135 ++++++++++
 content/docs/workspaces/meta.json             |  12 +
 21 files changed, 680 insertions(+), 732 deletions(-)
 create mode 100644 content/docs/workspaces/index.mdx
 create mode 100644 content/docs/workspaces/linux.mdx
 create mode 100644 content/docs/workspaces/macos.mdx
 create mode 100644 content/docs/workspaces/manage.mdx
 create mode 100644 content/docs/workspaces/meta.json

diff --git a/.cspell.json b/.cspell.json
index 31f2158..9e4d0fe 100644
--- a/.cspell.json
+++ b/.cspell.json
@@ -43,6 +43,7 @@
     "Hubspot",
     "hypervisor",
     "Intercom",
+    "journalctl",
     "Kimi",
     "Linear",
     "MDX",
@@ -82,6 +83,7 @@
     "Supabase",
     "timecode",
     "uvx",
+    "uuidgen",
     "webhook"
   ]
 }
diff --git a/AGENTS.md b/AGENTS.md
index 9a0f3b9..7f79c51 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -22,6 +22,7 @@ The navigation keeps Home first and sorts the top-level sections alphabetically.
 - **Release notes** - `/release-notes`. Customer-facing changes, newest first.
 - **Remote access** - `/remote/*`. Ways to use Fluso away from the desktop app.
 - **Workflows** - `/workflows/*`. Six concrete stories: bug-to-PR, content launch, knowledge recall, meetings, morning brief, and research-to-deck.
+- **Workspaces** - `/workspaces/*`. Independent daemon setup on macOS and Linux, provider and file access, updates, backups, and recovery. Request download links from support; do not publish unlisted release URLs. Account API access starts at `/developers/api-ref/authentication`; full endpoint reference is served at each workspace's `/docs`.
 
 The home page (`/`) is a router into the journey, with three sections: just landed, already set up, daily user.
 
diff --git a/content/docs/deployment-models.mdx b/content/docs/deployment-models.mdx
index dc29e58..6596a14 100644
--- a/content/docs/deployment-models.mdx
+++ b/content/docs/deployment-models.mdx
@@ -2,7 +2,7 @@
 title: Deployment models
 sidebarTitle: Overview
 icon: server-cog
-description: Compare Fluso Cloud, dedicated AWS VPC, planned Azure VNet, and scoped on-premises deployments.
+description: Compare Fluso Cloud, a workspace on your machine, and Enterprise deployments.
 ---
 
 Your deployment model decides who operates Fluso and where its runtime, durable data, and diagnostics can live. It does not by itself control where connected Apps or external model providers process data.
@@ -10,6 +10,7 @@ Your deployment model decides who operates Fluso and where its runtime, durable
 | Model | Availability | Operations |
 | --- | --- | --- |
 | Fluso Cloud | Available | Managed by Fluso |
+| Personal daemon | Contact Fluso for a matching Mac or Linux package | You operate one owner's workspace |
 | Dedicated AWS VPC | Supported for scoped Enterprise deployments | Responsibilities agreed during deployment design |
 | Azure VNet | Coming soon | Not available today |
 | On-premises | Scoped Enterprise engagement | Responsibilities agreed before implementation |
@@ -20,6 +21,12 @@ Fluso Cloud is the standard managed service. It runs on AWS with European hostin
 
 Choose it when you want to start without operating infrastructure. See [Legal](/resources/legal) for Fluso's privacy policy.
 
+## A workspace on your machine
+
+Install the daemon to run one owner's workspace on an Apple Silicon Mac or a supported Linux host. Conversations and files stay on that host. You manage its provider credentials, service, updates, and backups.
+
+The desktop app connects to this workspace; it does not install or update the daemon. This is separate from an Enterprise deployment of the whole platform. Start with [macOS setup](/workspaces/macos) or [Linux and Raspberry Pi setup](/workspaces/linux).
+
 ## Dedicated AWS VPC
 
 A dedicated AWS VPC deployment is available for Enterprise customers whose network or residency requirements do not fit the managed service. It is a scoped deployment, not a self-service switch.
@@ -59,6 +66,7 @@ Traces can include prompt and response text. For a dedicated or on-premises depl
 ## Choose a model
 
 - Start with Fluso Cloud when managed operations and European hosting meet the requirement.
+- Use a [personal daemon](/workspaces) when you want to operate a workspace on your own machine.
 - Scope an AWS VPC deployment when you need a dedicated AWS network boundary.
 - Treat Azure VNet as future availability, not a current option.
 - Scope on-premises only after Fluso validates the infrastructure, residency, provider, telemetry, and support requirements.
diff --git a/content/docs/developers/api-ref/agents-and-versions.mdx b/content/docs/developers/api-ref/agents-and-versions.mdx
index 7c9fa23..c371695 100644
--- a/content/docs/developers/api-ref/agents-and-versions.mdx
+++ b/content/docs/developers/api-ref/agents-and-versions.mdx
@@ -1,89 +1,54 @@
 ---
-title: Agents
-sidebarTitle: Agents
+title: Agents and configuration
+sidebarTitle: Agents and configuration
 icon: bot
-description: Create an Agent, update its current setup safely, and attach reference files.
+description: Create a reusable Agent, choose its conversation, and update its instructions safely.
 ---
 
-These are authenticated beta client routes. Agent fields use camelCase and configurations use `schemaVersion: 2`. The current model has instructions, skills, app policies, and knowledge files. It has no separate description, goal, or thread-management mode.
+An Agent adds saved instructions and capabilities to a conversation. Start with [API access](/developers/api-ref/authentication) for credentials and your workspace's complete endpoint reference.
 
-For the user workflow, see [Create and refine](/developers/agent-builder).
+## Create an Agent
 
-## Create and read
+Send `POST /v1/agents` with a saved `Idempotency-Key` and a body such as:
 
-<Endpoint method="POST" path="/v1/agents" />
-
-Creating a definition does not create or run a conversation. The project must already exist. `Home` is the default.
-
-```bash
-curl "$FLUSO_API/v1/agents" \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -H 'Content-Type: application/json' \
-  -d '{
-    "name": "Release reviewer",
-    "instructions": "Review supplied evidence. Separate blockers from missing information. Do not publish or contact anyone.",
-    "conversationStarters": ["Review this release candidate"],
-    "responseMode": "high",
-    "projectName": "Home",
-    "skills": ["pdf", "docx"],
-    "connectors": {}
-  }'
+```json
+{
+  "name": "Meeting assistant",
+  "instructions": "Turn my notes into a short meeting brief. List decisions needed and questions still open."
+}
 ```
 
-The `201` response contains `agentId`, `currentConfigId`, and `config`. Save the returned IDs. An optional UUID `creationId` supports retrying the same creation.
+Keep the returned `agent_id`. To use the Agent, send `POST /v1/threads` with that ID and an `input` message. To change its setup through conversation, also set `purpose: "manager"`.
+
+Opening the same Agent and purpose returns its existing conversation. Two callers share that conversation and its queue. For independent ordinary chats, omit `agent_id`.
 
-| Method and path | Result |
-| --- | --- |
-| `GET /v1/agents?page=1&limit=50&q=release` | Agent summaries and pagination. `purpose` is derived from instructions |
-| `GET /v1/agents?all=true` | The complete bounded library in one response |
-| `GET /v1/agents/{agentId}` | Current Agent record and configuration |
-| `GET /v1/agents/{agentId}/chats` | Main conversation, delegated sessions, and Manager, including role and earlier-setup markers |
+## Read the current configuration
 
-## Update without overwriting someone else's edit
+`GET /v1/agents/{agent_id}` returns the Agent and its `current_config_id`. Keep that ID before editing.
 
-<Endpoint method="PATCH" path="/v1/agents/{agentId}" />
+## Publish an update
 
-Read the Agent first. Send its `currentConfigId` as `baseConfigId`, with only the fields you intend to change.
+Send only the changed fields to `PATCH /v1/agents/{agent_id}`, together with the ID you read:
 
 ```json
 {
-  "baseConfigId": "<currentConfigId from GET>",
-  "instructions": "Review supplied evidence. Missing evidence remains unresolved. Do not publish or contact anyone."
+  "base_config_id": "CURRENT_CONFIG_ID",
+  "instructions": "Turn my notes into a short meeting brief. Start with the decisions I need to make."
 }
 ```
 
-A stale revision returns `409 STALE_AGENT_CONFIG`. Read again and reapply the intended change. Do not blindly resend all fields from an old form.
-
-Omitted fields stay unchanged. Submitted lists and connector maps replace the whole field.
-
-| Field | Meaning |
-| --- | --- |
-| `skills: null` | All skills available to an ordinary chat, including later additions |
-| `skills: []` | No selected skills |
-| `connectors: null` or `{}` | No app grants |
-| `connectors: {"<serverId>": "allow"}` | Selected connection permitted, subject to account and approval policies |
-| `read_only` / `deny` | Restrict that connection to classified read-only tools, or block it |
-
-The main conversation follows the current setup on its next accepted turn. Running turns and existing delegated sessions retain their accepted configuration. Changing `projectName` does not move existing conversations.
-
-Configurations are stored internally, but there is no current public version-list or rollback endpoint.
-
-## Attach knowledge
+An old `base_config_id` returns 409 instead of overwriting another edit. Read the latest configuration, review the difference, then retry your intended change.
 
-<Endpoint method="POST" path="/v1/agents/{agentId}/knowledge-files" />
+The main conversation uses saved changes on its next turn. Existing work sessions retain their configuration binding. `run.execution` records the configuration, provider, model, and reasoning effort used when execution starts.
 
-Upload one multipart `file`, or use `POST /v1/agents/{agentId}/knowledge-files/from-workspace` with `{"path": "/projects/Home/files/rubric.md"}`.
+## Copies and sharing
 
-The response is a knowledge reference with `fileId`, `name`, `fileName`, and `bytes`. Attaching stores a copy. It does not add that reference to the active setup. PATCH `knowledgeFiles` with the full desired list and the latest `baseConfigId` to save it. Preserve entries you still want.
+Duplication creates an independent Agent. Keep the same idempotency key when retrying duplication. The retry returns the original copy.
 
-Limits: 25 knowledge entries, 20 MiB per file, 4,000 instruction characters, three starters of 200 characters each, and 100 Agents per user. Workspace storage limits also apply.
+Public sharing is Cloud-only. A shared Agent snapshot excludes credentials, conversations, and schedules. After importing, inspect `setup_requirements` and complete setup in its manager conversation. The recipient supplies credentials and consent.
 
-## Copy, share, or delete
+## Delete an Agent
 
-| Method and path | Behavior |
-| --- | --- |
-| `POST /v1/agents/{agentId}/duplicate` with `{}` | Independent setup and knowledge copy. No conversations or routines |
-| `POST /v1/agents/{agentId}/star` with `{"starred": true}` | Set the library star |
-| `DELETE /v1/agents/{agentId}` | Delete the Agent and its conversations, remove schedules, and revoke its public link |
+`DELETE /v1/agents/{agent_id}` deletes the Agent and its owned conversations and revokes its shared Agent link. Save the results you need first.
 
-Sharing uses [separate snapshot routes](/developers/api-ref/sharing). To do work, [open the main conversation and send a message](/developers/api-ref/threads-and-messages).
+For exact fields and sharing operations, use the [workspace API reference](/developers/api-ref/authentication#choose-your-workspace).
diff --git a/content/docs/developers/api-ref/architecture.mdx b/content/docs/developers/api-ref/architecture.mdx
index 56f35ac..61f2712 100644
--- a/content/docs/developers/api-ref/architecture.mdx
+++ b/content/docs/developers/api-ref/architecture.mdx
@@ -48,4 +48,6 @@ A dropped stream does not prove a run failed. The client reconciles with saved h
 
 Use conversation history, routine state, and [run status](/developers/api-ref/runs) to distinguish queued work, approval waits, failures, and completed output. Avoid resubmitting an uncertain operation under a new ID without checking it.
 
-See [Authentication](/developers/api-ref/authentication) for the current beta API boundary.
+A [daemon workspace](/workspaces) runs the gateway and runtime on one owner's host. It stores its own account state and files. The desktop connects to it through authenticated native transport. Switching to Cloud does not move that data.
+
+See [API access](/developers/api-ref/authentication) for developer tokens, daemon pairing, and the account API reference.
diff --git a/content/docs/developers/api-ref/authentication.mdx b/content/docs/developers/api-ref/authentication.mdx
index ce2a193..5da9821 100644
--- a/content/docs/developers/api-ref/authentication.mdx
+++ b/content/docs/developers/api-ref/authentication.mdx
@@ -1,62 +1,85 @@
 ---
-title: Authentication
-sidebarTitle: Authentication
+title: API access
+sidebarTitle: API access
 icon: key-round
-description: Understand bearer authentication and the limits of the current beta client API.
+description: Connect a script to your Cloud or daemon workspace, then send a first request.
 ---
 
-This reference documents the routes used by Fluso clients on the current development branch. It is not a promise that every feature is enabled in every deployed build. These beta contracts may change.
+The account API lets an integration use the same conversations, Agents, and files as Fluso. Cloud and the daemon share these operations. You do not need a separate API project or a runtime ID.
 
-Use the API host and authenticated session for the same environment. Production uses `https://api.fluso.ai`. Development clients must use their development API and identity environment.
+## Choose your workspace
 
-```bash
-export FLUSO_API='https://<your-environment-api-host>'
-export FLUSO_TOKEN='<valid-user-access-token>'
+| Workspace | API base URL | Full guide and endpoint reference |
+| --- | --- | --- |
+| Fluso Cloud | `https://api.fluso.ai/v1` | **Settings → Developer tokens → API reference** in your app |
+| Fluso Dev | `https://api.dev.khichdi.cc/v1` | [Development API reference](https://api.dev.khichdi.cc/docs) |
+| Daemon, default local port | `http://127.0.0.1:4111/v1` | Open `http://127.0.0.1:4111/docs` on its host or through your tunnel |
+| Daemon, HTTPS | Your workspace URL followed by `/v1` | Your workspace URL followed by `/docs` |
+
+The reference includes request bodies, response fields, and runnable examples. Its OpenAPI schema is at `/v1/openapi.json`. A daemon lists the endpoints it supports. Cloud account administration and public sharing do not transfer to it.
+
+<Note>
+  These examples need the current account API. If **Developer tokens** is missing from your app, contact [support](mailto:support@premai.io) to confirm availability for your release.
+</Note>
+
+## Get a token
+
+### Fluso Cloud
 
-curl "$FLUSO_API/v1/auth/me" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
+In **Fluso → Settings → Developer tokens**, create a token. Choose **Read only** to inspect existing data, or **Read and write** to submit work and edit it. Use **Read and write** for the quickstart below. Copy the secret when shown. It cannot be retrieved later.
+
+A write token can also connect services and approve individual tool calls. Managing credentials and permanent tool permissions requires a signed-in app session.
+
+### Your daemon
+
+Configure the [daemon](/workspaces) and its model provider first. On its host, run `./fluso-daemon pair` from the installed package folder. Exchange the one-use code at the daemon's address:
+
+```bash
+curl --fail-with-body --silent --show-error \
+  'http://127.0.0.1:4111/daemon/v1/pair' \
+  -H 'Content-Type: application/json' \
+  --data-raw '{"code":"PAIRING_CODE","name":"My integration"}'
 ```
 
-Keep tokens out of logs and source control. A token acts for its authenticated user. Supplying another user's IDs does not grant access. An `X-API-Key` header alone is not a replacement for the bearer session on these workspace proxy routes.
+Replace `PAIRING_CODE` before running. Save the returned `token` and client `id` privately. Codes expire after ten minutes. A device token grants read/write access to the owner's workspace, including tool approvals.
 
-## Read the authenticated identity
+Use `pair --manage-host` only when the client also needs provider settings, host-file access, or permission to invite devices. Remote connections require [HTTPS or an SSH tunnel](/workspaces/linux#4-connect-from-your-mac).
 
-<Endpoint method="GET" path="/v1/auth/me" />
+## Try a complete request
 
-Returns `user` and `api_key_id`. The latter is an identifier, not a secret API key.
+Open Bash in a new example directory. You need `curl`, `jq`, and `uuidgen`. The example below uses a daemon. For Cloud, use your environment's URL from the table above. Set the token you saved:
 
-```json
-{
-  "user": {
-    "id": "22222222-2222-4222-8222-222222222222",
-    "email": "developer@example.com",
-    "name": "Developer",
-    "picture": null,
-    "created_at": "2026-10-08T09:00:00"
-  },
-  "api_key_id": "33333333-3333-4333-8333-333333333333"
-}
+```bash
+export FLUSO_API_URL='http://127.0.0.1:4111/v1'
+export FLUSO_API_TOKEN='YOUR_TOKEN'
 ```
 
-## Client sign-in is not generic CLI onboarding
+Keep real tokens out of source control, shared terminal recordings, and URLs. Use a secret store for deployed integrations.
+
+Download the example from that workspace. Read it before running:
+
+```bash
+curl --fail --silent --show-error \
+  "$FLUSO_API_URL/examples/quickstart.sh" -o quickstart.sh
+cat quickstart.sh
+```
+
+Then run it in the same Bash shell:
+
+```bash
+source quickstart.sh
+```
 
-The backend has `/v1/auth/client/start`, `/complete`, `/exchange/{code}`, and `/refresh` routes for client handoff. The current frontend's completed handoff supports Telegram. Registering an arbitrary `client: "cli"` does not produce a working browser-to-CLI flow.
+The script creates a conversation, requests a short answer, waits for the run, and reads every result page. It keeps `thread_id`, `run_id`, `input_key`, and `input_body` for follow-ups.
 
-For the supported product flow, use [Telegram setup](/remote/telegram). For another integration, confirm its sign-in and token handling with [support](mailto:support@premai.io) before building against the beta routes.
+A timeout does not cancel accepted work. Do not rerun the quickstart to recover it: that creates a new request. Read the [saved run and results](/developers/api-ref/runs) instead.
 
-A supported client exchanges a short-lived, single-use code for an access token and refresh token bound to its client identity. `POST /v1/auth/client/refresh` accepts `{"refresh_token": "..."}` and returns refreshed credentials and `api_key_id`.
+## Keep access under control
 
-## Read failures correctly
+Cloud developer tokens expire after 90 days by default. To rotate one, create a replacement in Settings, update your integration, verify it, then revoke the old token. Revocation can take up to 30 seconds to reach cached authentication and open streams.
 
-| Response | Meaning |
-| --- | --- |
-| `401` | Missing, invalid, or expired authentication |
-| `403` | The authenticated user is not allowed to complete the request |
-| `404` | The requested resource is unavailable to this user |
-| `409` | A state conflict requires inspection, such as a stale Agent revision |
-| `429` | A rate or usage limit was reached. Respect retry guidance |
-| `502` / `503` | A service or runtime is unavailable. An interrupted write may still need verification |
+Daemon device tokens expire after 30 idle days. Authenticated use renews them. Revoke a device with `DELETE /daemon/v1/clients/{clientId}`. A device can revoke itself. Host-management access also permits revoking other devices.
 
-Do not treat a network failure as proof that a write did not happen. Use operation-specific IDs and reread state before repeating work.
+Native applications can use the Cloud browser sign-in flow instead of developer tokens. Follow **auth** in your app's **API reference**, including its code-verifier and refresh-token requirements. Do not reuse an old refresh token after rotation.
 
-Next: [Agents](/developers/api-ref/agents-and-versions), [Threads and messages](/developers/api-ref/threads-and-messages), and [Runs](/developers/api-ref/runs).
+Next: [conversations and results](/developers/api-ref/threads-and-messages).
diff --git a/content/docs/developers/api-ref/files-and-projects.mdx b/content/docs/developers/api-ref/files-and-projects.mdx
index 77124c4..9f2b687 100644
--- a/content/docs/developers/api-ref/files-and-projects.mdx
+++ b/content/docs/developers/api-ref/files-and-projects.mdx
@@ -1,233 +1,59 @@
 ---
 title: Files and projects
-sidebarTitle: Files & projects
+sidebarTitle: Files and projects
 icon: folder-kanban
-description: Work with durable project metadata and files in a user's Agent workspace.
+description: Upload inputs, read saved output, and protect files from conflicting edits.
 ---
 
-Workspace projects and files use the `/v1/agent/*` routes. They belong to the authenticated user's durable workspace, outside disposable runtime compute.
+Files and projects belong to the authenticated workspace. You do not need a runtime ID. Use the paths returned by the API, including saved attachments.
 
-An [Agent](/developers/api-ref/agents-and-versions) places its main conversation in the configured project when that conversation is first created. Changing its setup later does not move existing conversations.
+## Projects
 
-## List projects
+Use `/v1/projects` to list or create projects. Read, update, or delete a project at `/v1/projects/{project_id}`. Project IDs are also storage names. Keep the exact returned value when building paths.
 
-<Endpoint method="GET" path="/v1/agent/projects" />
-
-Returns workspace projects and their thread summaries.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/agent/projects?includeArchived=false" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
-
-```json title="Response: 200"
-{
-  "projects": [
-    {
-      "name": "Release Review",
-      "goal": "Decide launch readiness",
-      "createdAt": "2026-08-31T09:00:00Z",
-      "updatedAt": "2026-08-31T09:00:00Z",
-      "threads": []
-    }
-  ]
-}
-```
-
-## Create a project
-
-<Endpoint method="POST" path="/v1/agent/projects" />
-
-Creates a workspace project and its context file.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/agent/projects" \
-  -X POST \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -H 'Content-Type: application/json' \
-  -d '{
-    "name": "Release Review",
-    "goal": "Decide launch readiness",
-    "instructions": "Keep evidence and decisions in this project."
-  }'
-```
-
-```json title="Response: 201"
-{
-  "name": "Release Review",
-  "goal": "Decide launch readiness",
-  "instructions": "Keep evidence and decisions in this project.",
-  "createdAt": "2026-08-31T09:00:00Z",
-  "updatedAt": "2026-08-31T09:00:00Z",
-  "threads": []
-}
-```
-
-## Update a project
-
-<Endpoint method="PATCH" path="/v1/agent/projects" />
-
-Updates the project named in the request body.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/agent/projects" \
-  -X PATCH \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -H 'Content-Type: application/json' \
-  -d '{
-    "name": "Release Review",
-    "goal": "Decide launch readiness and record follow-up owners"
-  }'
-```
-
-```json title="Response: 200, selected fields"
-{
-  "name": "Release Review",
-  "goal": "Decide launch readiness and record follow-up owners",
-  "updatedAt": "2026-08-31T09:05:00Z",
-  "threads": []
-}
-```
-
-## Export a project
-
-<Endpoint method="GET" path="/v1/agent/projects/export" />
-
-Streams the named project as a ZIP archive.
-
-```bash title="Request"
-curl -G "$FLUSO_API/v1/agent/projects/export" \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  --data-urlencode 'name=Release Review' \
-  -o release-review.zip
-```
-
-```http title="Response"
-HTTP/1.1 200 OK
-Content-Type: application/zip
-Content-Disposition: attachment; filename="Release Review.zip"; filename*=UTF-8''Release%20Review.zip
-```
-
-## List files
-
-<Endpoint method="GET" path="/v1/agent/files" />
-
-Lists files or directories under a workspace path.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/agent/files?path=/files&recursive=false&includeStats=true" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
-
-```json title="Response: 200"
-{
-  "path": "/files",
-  "recursive": false,
-  "entries": [
-    {
-      "path": "/files/release-brief.md",
-      "name": "release-brief.md",
-      "type": "file",
-      "size": 1240,
-      "modifiedAt": "2026-08-31T09:00:00Z",
-      "mimeType": "text/markdown"
-    }
-  ]
-}
-```
+Deleting a project deletes its conversations and files, then retires their schedules. Save needed results before deletion. See your [workspace's endpoint reference](/developers/api-ref/authentication#choose-your-workspace) for export and deletion behavior.
 
 ## Read a text file
 
-<Endpoint method="GET" path="/v1/agent/files/read" />
-
-Returns a UTF-8 text file as JSON.
+After [setting your API URL and token](/developers/api-ref/authentication), run:
 
-```bash title="Request"
-curl -G "$FLUSO_API/v1/agent/files/read" \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  --data-urlencode 'path=/files/release-brief.md'
+```bash
+curl --fail-with-body --silent --show-error --get \
+  "$FLUSO_API_URL/files/read" \
+  -H "Authorization: Bearer $FLUSO_API_TOKEN" \
+  --data-urlencode 'path=/projects/Home/files/notes.md'
 ```
 
-```json title="Response: 200"
-{
-  "path": "/files/release-brief.md",
-  "content": "# Release candidate\n\nKnown issue: ...\n",
-  "encoding": "utf-8"
-}
-```
+Use `GET /v1/files` to browse and `GET /v1/files/download` for file bytes. A text read includes a `revision` for safe replacement.
 
 ## Upload a file
 
-The current client uploads to temporary object storage, then confirms an import into the workspace. The older multipart `/v1/agent/files/upload` route is deprecated.
-
-1. `POST /v1/files/upload/presigned-url/get` with the file name, MIME type, size in bytes, and optional destination.
-2. POST the returned `upload_fields` and file bytes as multipart form data to `upload_url`. The file is the last field. Do not send your Fluso bearer token to that storage URL.
-3. `POST /v1/files/upload/presigned-url/confirm` with `{"id": "<returned upload id>"}`.
-4. Poll `GET /v1/files` for upload tracking and verify the destination file after the import finishes.
-
-```json title="Presign body"
-{
-  "file_name": "release-brief.md",
-  "mime_type": "text/markdown",
-  "file_size": 1240,
-  "target_path": "/projects/Home/files/release-brief.md",
-  "expected_revision": "missing"
-}
-```
-
-Use the actual byte count. `expected_revision: "missing"` requires that no file exists at the destination when the import commits. To edit an existing file, supply its current revision hash. Omitting the field allows ordinary replacement in import order.
-
-Confirmation queues the import. It does not mean the file is already saved. Tracking rows remain for in-progress uploads, failures, and undismissed history warnings. Successful imports without warnings leave that tracking list.
+1. Create an upload with `POST /v1/uploads`, its filename, MIME type, size, and a saved `Idempotency-Key`.
+2. Send the bytes to `upload_url` in a multipart POST. Include all returned `upload_fields` unchanged, with the file last.
+3. Confirm with `POST /v1/uploads/confirm` and `{"id":"UPLOAD_ID"}`.
+4. Read `GET /v1/uploads/{upload_id}` until it finishes.
+5. Attach its returned `target_path` to a conversation input.
 
-An account can have at most four pending uploads. A fifth presign request returns `429`. Confirm active uploads before requesting more. For an abandoned upload, use `DELETE /v1/files/upload/presigned-url/cancel/{id}` to cancel its pending record. Removing an attachment from the composer is not proof that the upload record was cancelled.
+Do not send your Fluso bearer token to `upload_url`.
 
-If the destination changed, reread it before saving again. If prior file history cannot be preserved, inspect the reported failure or warning rather than treating the operation as a normal versioned save. Agent knowledge uses its [separate attach-and-save flow](/developers/api-ref/agents-and-versions#attach-knowledge).
+A `confirmed` upload is ready to attach. `history_unavailable` also means the file was saved, but its new version was not recorded. Show that warning. For `failed`, `cancelled`, or `conflict`, inspect the saved error before starting another transfer.
 
-## Download a file
+If a request times out, read the existing upload. Starting another upload can duplicate work. Confirmed receipts do not guarantee that a file remains unchanged after later edits.
 
-<Endpoint method="GET" path="/v1/agent/files/download" />
+The full reference includes runnable **upload**, **attach**, and **download** examples. It also covers expired transfer credentials and recovery without another transfer.
 
-Streams a file with attachment headers.
+## Edit without losing another change
 
-```bash title="Request"
-curl -G "$FLUSO_API/v1/agent/files/download" \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  --data-urlencode 'path=/files/release-report.pdf' \
-  -o release-report.pdf
-```
-
-```http title="Response"
-HTTP/1.1 200 OK
-Content-Type: application/pdf
-Content-Disposition: attachment; filename="release-report.pdf"; filename*=UTF-8''release-report.pdf
-```
+Use `PUT /v1/files/text` with `path`, `content`, and the latest `revision` to replace text. Use `overwrite: false` when creating a new file that must not replace an existing path.
 
-## Delete a file
+If another writer changed the file, read the new content and merge before retrying. Do not drop the revision check to force an overwrite.
 
-<Endpoint method="DELETE" path="/v1/agent/files" />
-
-Deletes one file, or a directory when `recursive=true`.
-
-```bash title="Request"
-curl -G "$FLUSO_API/v1/agent/files" \
-  -X DELETE \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  --data-urlencode 'path=/files/release-brief.md' \
-  --data 'recursive=false'
-```
-
-```json title="Response: 200"
-{
-  "success": true,
-  "path": "/files/release-brief.md"
-}
-```
+Text writes allow 1 MiB of UTF-8 content. Text reads default to 5 MiB. Use uploads and downloads for larger or binary files.
 
-<Warning>
-  A recursive directory delete removes every child path. List the target first
-  when its contents are not already known.
-</Warning>
+<Accordion title="File history and partial results">
+  Versions and comments apply to ordinary files under `/files/` and `/projects/{project_id}/files/`, excluding hidden directories.
 
-## Next
+  Replacement refuses to lose existing history unless you explicitly permit it with `allow_history_loss: true`. Treat that option as a data-loss decision. For uploads, changing a failed request requires a new key. Retrying the old key returns its saved failure.
 
-Read [Projects](/features/projects) for the product workflow, choose a project for [Agents](/developers/api-ref/agents-and-versions), or create project-bound [Threads and messages](/developers/api-ref/threads-and-messages).
+  A directory copy can partly succeed. Inspect the destination before retrying it. An attachment with `available: false` records historical output whose file is no longer at that path.
+</Accordion>
diff --git a/content/docs/developers/api-ref/meta.json b/content/docs/developers/api-ref/meta.json
index 7bf9642..cb5d332 100644
--- a/content/docs/developers/api-ref/meta.json
+++ b/content/docs/developers/api-ref/meta.json
@@ -3,14 +3,14 @@
   "icon": "code-xml",
   "defaultOpen": false,
   "pages": [
-    "architecture",
     "authentication",
-    "agents-and-versions",
     "threads-and-messages",
+    "agents-and-versions",
+    "files-and-projects",
     "schedules",
     "runs",
-    "files-and-projects",
     "sharing",
-    "usage"
+    "usage",
+    "architecture"
   ]
 }
diff --git a/content/docs/developers/api-ref/runs.mdx b/content/docs/developers/api-ref/runs.mdx
index 5834e2b..b3b05f8 100644
--- a/content/docs/developers/api-ref/runs.mdx
+++ b/content/docs/developers/api-ref/runs.mdx
@@ -1,115 +1,46 @@
 ---
-title: Runs
-sidebarTitle: Runs
+title: Runs and recovery
+sidebarTitle: Runs and recovery
 icon: activity
-description: Inspect Agent runs and stop work that is still active.
+description: Follow accepted work, recover after a disconnection, and stop a run deliberately.
 ---
 
-Run IDs are request IDs. A run can be `queued`, `running`, `held`, `completed`, `failed`, or `cancelled`.
+Submitting an input returns a receipt with `thread_id`, `input_id`, and `run_id`. Save all three. **202 means accepted, not completed.**
 
-Runs originate from [messages](/developers/api-ref/threads-and-messages) and [schedules](/developers/api-ref/schedules).
+Read `GET /v1/threads/{thread_id}/runs/{run_id}` to check progress. Read `GET /v1/threads/{thread_id}/state` for queued work and pending actions.
 
-## List runs
+## Understand the status
 
-<Endpoint method="GET" path="/v1/agent-runs" />
+| Status | What to do |
+| --- | --- |
+| `queued` or `running` | Wait, then read again. |
+| `waiting_action` | Read the pending approval or connection request in thread state. |
+| `held` | Inspect the state and queued inputs before resuming. |
+| `completed` | Read all saved result pages and check the answer. |
+| `failed` or `cancelled` | Read the error and any saved results before submitting more work. |
 
-Returns recent runs, with optional thread, request, and attention filters.
+A completed run can contain a failed tool call. A failed run can still have changed an external service. Check the results against the requested task.
 
-```bash title="Request"
-curl "$FLUSO_API/v1/agent-runs?threadId=thread_agent_release&limit=20" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
+## Recover after a timeout
 
-```json title="Response: 200"
-{
-  "agent_runs": [
-    {
-      "id": "req_review_01",
-      "request_id": "req_review_01",
-      "thread_id": "thread_agent_release",
-      "target_thread_id": "thread_agent_release",
-      "agent_id": "agt_0123456789ab4def8123456789abcdef",
-      "thread_title": "Release review",
-      "status": "running",
-      "origin": "user",
-      "created_at": "2026-08-31T09:00:00Z",
-      "started_at": "2026-08-31T09:00:01Z",
-      "updated_at": "2026-08-31T09:00:02Z",
-      "completed_at": null,
-      "outcome": null,
-      "result_ref": null,
-      "error": null
-    }
-  ],
-  "settlement_cursor": "2026-08-31T09:00:02Z/req_review_01"
-}
-```
+- If the submission response was lost, retry the same body with the same `Idempotency-Key`.
+- If you received a receipt, read that run and its [saved items](/developers/api-ref/threads-and-messages#read-message-history).
+- If a stream closes, reconnect for new events and read saved state for missed results.
 
-Use `attention=true` for owned approvals and current failures, with approval requests first. It also adds `schedule_failures` for routine delivery problems that did not produce a run. `agentId`, `threadId`, `status`, repeated `requestId`, and `limit` can filter the result. Add `includeRoutineResults=true` to include completed top-level routine runs. Delegated completions remain in their conversations.
+A client timeout does not cancel work. Creating a new key can start another execution.
 
-The feed is filtered before limiting. It is a recent status view, not a complete audit archive. A failed request superseded by newer work is omitted from attention.
+Input retry receipts remain until 24 hours after completion. After that, inspect the saved run before deciding whether to submit new work. Runs remain readable until their conversation is deleted.
 
-## Read one run
+<Accordion title="Thread created, but the first input failed">
+  An error from `POST /v1/threads` can include `error.details.thread_id`. Save that ID and inspect the thread state. Its presence does not prove input acceptance.
 
-<Endpoint method="GET" path="/v1/agent-runs/{requestId}" />
+  After resolving the cause, send the original input and key to that thread's `/inputs` endpoint. This can recover an uncertain acceptance within the retry window.
+</Accordion>
 
-Returns one matching run. Include `threadId` when request IDs may repeat across threads.
+## Stop work
 
-```bash title="Request"
-curl "$FLUSO_API/v1/agent-runs/req_review_01?threadId=thread_agent_release" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
+Use `POST /v1/threads/{thread_id}/runs/{run_id}/cancel` for one run. Use `POST /v1/threads/{thread_id}/stop` for the conversation.
 
-```json title="Response: 200"
-{
-  "id": "req_review_01",
-  "request_id": "req_review_01",
-  "thread_id": "thread_agent_release",
-  "target_thread_id": "thread_agent_release",
-  "agent_id": "agt_0123456789ab4def8123456789abcdef",
-  "status": "completed",
-  "origin": "user",
-  "created_at": "2026-08-31T09:00:00Z",
-  "started_at": "2026-08-31T09:00:01Z",
-  "updated_at": "2026-08-31T09:01:10Z",
-  "completed_at": "2026-08-31T09:01:10Z",
-  "outcome": "completed",
-  "result_ref": {
-    "thread_id": "thread_agent_release",
-    "request_id": "req_review_01"
-  },
-  "error": null
-}
-```
+Read the state until execution stops. A cancellation acknowledgement does not prove that a tool has stopped, and cancellation cannot undo a completed external action.
 
-## Stop a run
-
-<Endpoint method="POST" path="/v1/agent-runs/{requestId}/stop" />
-
-Requests cancellation without starting a dormant runtime only to stop it.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/agent-runs/req_review_01/stop" \
-  -X POST \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -H 'Content-Type: application/json' \
-  -d '{"threadId":"thread_agent_release"}'
-```
-
-```json title="Response: 200"
-{
-  "thread_id": "thread_agent_release",
-  "request_id": "req_review_01",
-  "status": "cancelled"
-}
-```
-
-The status can also be `already_terminal` when the run settled before cancellation reached it. Stopping does not undo completed tool actions or pause future routine occurrences. Manage the routine separately.
-
-## Read a durable settlement status
-
-`GET /v1/agent-runs/{requestId}/status?thread_id={threadId}` returns `state: active | awaiting_approval | settled` and `outcome: completed | failed | canceled | null`. This endpoint uses `thread_id` and the single-l spelling `canceled`, unlike the list projection above. A missing status is not proof of completion.
-
-## Next
-
-Inspect token cost in [Usage](/developers/api-ref/usage), or create recurring and one-time [Schedules](/developers/api-ref/schedules).
+Use the **Recovery and cancellation** examples in your [workspace's full reference](/developers/api-ref/authentication#choose-your-workspace) for retries, held inputs, and cancellation.
diff --git a/content/docs/developers/api-ref/schedules.mdx b/content/docs/developers/api-ref/schedules.mdx
index 30c4738..7b96da3 100644
--- a/content/docs/developers/api-ref/schedules.mdx
+++ b/content/docs/developers/api-ref/schedules.mdx
@@ -2,146 +2,42 @@
 title: Schedules
 sidebarTitle: Schedules
 icon: calendar-clock
-description: Create, inspect, pause, and delete Agent schedules.
+description: Schedule Agent work once or repeatedly, and manage future runs.
 ---
 
-The UI calls these records **routines**. A schedule belongs to an Agent and one of that Agent's existing threads. Supply exactly one timing field: a five-field `cron` expression or a future `at` timestamp with an offset. `timezone` must be an IANA time zone.
-
-See [Threads and messages](/developers/api-ref/threads-and-messages) for the target thread and [Runs](/developers/api-ref/runs) for execution state.
-
-## List schedules
-
-<Endpoint method="GET" path="/v1/agents/{agentId}/schedules" />
-
-Returns schedules for an Agent, optionally filtered by thread.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/agents/agt_0123456789ab4def8123456789abcdef/schedules?threadId=thread_agent_release&page=1&limit=100" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
-
-```json title="Response: 200"
-{
-  "schedules": [
-    {
-      "id": "11111111-1111-4111-8111-111111111111",
-      "agentId": "agt_0123456789ab4def8123456789abcdef",
-      "threadId": "thread_agent_release",
-      "message": "Review the release candidate",
-      "cron": "0 9 * * 1-5",
-      "timezone": "Asia/Kolkata",
-      "status": "active",
-      "pauseReason": null,
-      "nextRunAt": "2026-09-01T03:30:00Z",
-      "attempts": 0,
-      "createdAt": "2026-08-31T09:00:00Z",
-      "updatedAt": "2026-08-31T09:00:00Z",
-      "firedAt": null,
-      "lastRun": null
-    }
-  ],
-  "pagination": { "page": 1, "limit": 100, "total": 1, "pages": 1 }
-}
-```
+A schedule sends a message to an Agent's conversation. The app calls these schedules **routines**.
 
 ## Create a schedule
 
-<Endpoint method="POST" path="/v1/agents/{agentId}/schedules" />
-
-Creates a recurring or one-time schedule. The caller supplies a UUID so retries can be idempotent.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/agents/agt_0123456789ab4def8123456789abcdef/schedules" \
-  -X POST \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -H 'Content-Type: application/json' \
-  -d '{
-    "id": "11111111-1111-4111-8111-111111111111",
-    "threadId": "thread_agent_release",
-    "message": "Review the release candidate",
-    "cron": "0 9 * * 1-5",
-    "timezone": "Asia/Kolkata"
-  }'
-```
-
-For a durable one-time schedule, replace `cron` with an offset-bearing `at` value:
+Send `POST /v1/agents/{agent_id}/schedules` with a new UUID as `id`. Keep that ID when retrying creation.
 
-```json title="One-time timing fields"
-{
-  "at": "2030-01-15T09:00:00+05:30",
-  "timezone": "Asia/Kolkata"
-}
-```
+For a weekday morning brief:
 
-```json title="Response: 201"
+```json
 {
-  "id": "11111111-1111-4111-8111-111111111111",
-  "agentId": "agt_0123456789ab4def8123456789abcdef",
-  "threadId": "thread_agent_release",
-  "message": "Review the release candidate",
+  "id": "REPLACE_WITH_NEW_UUID",
+  "thread_id": "AGENT_THREAD_ID",
+  "message": "Prepare a short morning brief. Start with what needs my attention today.",
   "cron": "0 9 * * 1-5",
-  "timezone": "Asia/Kolkata",
-  "status": "active",
-  "pauseReason": null,
-  "nextRunAt": "2026-09-01T03:30:00Z",
-  "attempts": 0,
-  "createdAt": "2026-08-31T09:00:00Z",
-  "updatedAt": "2026-08-31T09:00:00Z",
-  "firedAt": null,
-  "lastRun": null
+  "timezone": "Europe/Zurich"
 }
 ```
 
-Choose an `at` value in the future at submission time. Replaying the same ID and body while the schedule is live returns the existing schedule with `200`. Reusing the live ID with different fields returns a conflict. After a one-time schedule fires or a schedule is deleted, that ID returns `410` for 24 hours.
-
-## Pause or edit a schedule
-
-<Endpoint method="PATCH" path="/v1/agents/{agentId}/schedules/{scheduleId}" />
-
-Updates submitted fields. `threadId` is always required to guard the target.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/agents/agt_0123456789ab4def8123456789abcdef/schedules/11111111-1111-4111-8111-111111111111" \
-  -X PATCH \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -H 'Content-Type: application/json' \
-  -d '{"threadId":"thread_agent_release","status":"paused"}'
-```
-
-```json title="Response: 200, selected fields"
-{
-  "id": "11111111-1111-4111-8111-111111111111",
-  "agentId": "agt_0123456789ab4def8123456789abcdef",
-  "threadId": "thread_agent_release",
-  "status": "paused",
-  "nextRunAt": "2026-09-01T03:30:00Z"
-}
-```
-
-## Delete a schedule
-
-<Endpoint method="DELETE" path="/v1/agents/{agentId}/schedules/{scheduleId}" />
-
-Deletes a schedule after matching it to the supplied thread.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/agents/agt_0123456789ab4def8123456789abcdef/schedules/11111111-1111-4111-8111-111111111111?threadId=thread_agent_release" \
-  -X DELETE \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
-
-```http title="Response"
-HTTP/1.1 204 No Content
-```
+The conversation must belong to that Agent. Supply exactly one of `cron` or `at`. For a one-time run, use a future `at` timestamp with a UTC offset instead of `cron`.
 
-## Delivery behavior
+Use an IANA timezone. At daylight-saving changes, skipped local times move forward by the gap. Repeated times run at their first occurrence.
 
-Each occurrence has a stable request ID and enters the target as `followUp`. Acceptance means queued or admitted, not completed. Another occurrence of the same recurring schedule waits while the prior request is queued, running, or held for approval.
+## Review and change future work
 
-Temporary delivery failures retry with delays. 24 failed delivery attempts pause the schedule. Refused requests and invariant conflicts can pause it immediately. Usage limits defer delivery. Editing or pausing a schedule does not cancel a request already admitted.
+| Action | Endpoint |
+| --- | --- |
+| List all schedules | `GET /v1/schedules` |
+| List one Agent's schedules | `GET /v1/agents/{agent_id}/schedules` |
+| Edit or pause | `PATCH /v1/schedules/{schedule_id}` |
+| Delete | `DELETE /v1/schedules/{schedule_id}` |
 
-One-time schedules retire when accepted, even if the later Agent run fails. Deleting the target thread or Agent removes its schedules. See [Routines](/developers/schedules) for the user workflow and timezone controls.
+List responses include last-run information. Use the fields in your [workspace's full reference](/developers/api-ref/authentication#choose-your-workspace) to edit the message, timing, or status.
 
-## Next
+Deleting a schedule prevents future submissions. It does not cancel already accepted work. [Cancel that run separately](/developers/api-ref/runs#stop-work) if needed.
 
-Inspect each execution in [Runs](/developers/api-ref/runs), or manage the target in [Threads and messages](/developers/api-ref/threads-and-messages).
+On a daemon, the host must be awake for work to run. After downtime, missed recurring runs are combined into one catch-up run. Failed scheduled work can pause the schedule for attention.
diff --git a/content/docs/developers/api-ref/sharing.mdx b/content/docs/developers/api-ref/sharing.mdx
index f38dace..57378c2 100644
--- a/content/docs/developers/api-ref/sharing.mdx
+++ b/content/docs/developers/api-ref/sharing.mdx
@@ -5,29 +5,29 @@ icon: share-2
 description: Publish a revocable Agent snapshot and import an independent copy.
 ---
 
-Sharing stores a public snapshot. It does not expose a live view of the owner's workspace. Owner routes require [authentication](/developers/api-ref/authentication). A public snapshot read does not.
+Public sharing is Cloud-only. Sharing an Agent stores a public snapshot. It does not expose a live view of the owner's workspace. Owner routes require [authentication](/developers/api-ref/authentication). A public snapshot read does not.
 
 ## Publish and revoke
 
 | Method and path | Behavior |
 | --- | --- |
-| `GET /v1/agents/{agentId}/share-options` | Available custom skills, knowledge, and custom connections |
-| `GET /v1/agents/{agentId}/share` | Current link record or `null` |
-| `POST /v1/agents/{agentId}/share` | Publish a snapshot |
-| `POST /v1/agent-shares/{shareId}/refresh` | Replace the snapshot at the same link |
-| `DELETE /v1/agent-shares/{shareId}` | Revoke the link |
+| `GET /v1/agents/{agent_id}/share-options` | Available custom skills, knowledge, and custom connections |
+| `GET /v1/agents/{agent_id}/share` | Current link record or `null` |
+| `POST /v1/agents/{agent_id}/share` | Publish a snapshot |
+| `POST /v1/agent-shares/{share_id}/refresh` | Replace the snapshot at the same link |
+| `DELETE /v1/agent-shares/{share_id}` | Revoke the link |
 
 Publishing and refreshing accept a selection:
 
 ```json
 {
   "skills": [],
-  "knowledgeFiles": [],
+  "knowledge_files": [],
   "connectors": []
 }
 ```
 
-Use IDs from share options for skills, knowledge names for `knowledgeFiles`, and server IDs for `connectors`. Instructions and portable settings are included even with empty selections. Selected skill folders and knowledge contents share limits of 20 MiB and 512 regular files. Symbolic links are rejected. Custom connection URLs with query parameters are excluded from share options.
+Use IDs from share options for skills, knowledge names for `knowledge_files`, and server IDs for `connectors`. Instructions and portable settings are included even with empty selections. Selected skill folders and knowledge contents share limits of 20 MiB and 512 regular files. Symbolic links are rejected. Custom connection URLs with query parameters are excluded from share options.
 
 Review all selected contents and connection URLs before publishing. Stored authentication, conversations, routines, and project files are not bundled. See [Sharing and copies](/developers/guides/sharing) for the recipient experience.
 
@@ -36,20 +36,20 @@ Review all selected contents and connection URLs before publishing. Stored authe
 | Method and path | Behavior |
 | --- | --- |
 | `GET /v1/agent-templates` | Fluso starting-point snapshots |
-| `GET /v1/shared/agents/{shareId}` | Public setup, resource manifest, required filenames, and `publishedAt` |
-| `POST /v1/shared/agents/{shareId}/import` | Authenticated import into the recipient's workspace |
+| `GET /v1/shared/agents/{share_id}` | Public setup, resource manifest, required filenames, and `published_at` |
+| `POST /v1/shared/agents/{share_id}/import` | Authenticated import into the recipient's workspace |
 
 ```json
 {
   "name": "My release reviewer",
-  "projectName": "Home",
-  "creationId": "11111111-1111-4111-8111-111111111111",
-  "publishedAt": "<exact value from the preview>"
+  "project_id": "Home",
+  "creation_id": "11111111-1111-4111-8111-111111111111",
+  "published_at": "<exact value from the preview>"
 }
 ```
 
-Reuse `creationId` to recover an uncertain import without creating another copy. A changed snapshot returns a conflict rather than silently importing something different from the preview.
+Send a saved `Idempotency-Key` when importing. Reuse it and the unchanged body to recover an uncertain import without creating another copy. The `creation_id` field is also accepted, but must not conflict with that key. A changed snapshot returns a conflict rather than silently importing something different from the preview.
 
-The recipient gets independent setup and selected resource copies. Imported custom skills receive distinct names. App credentials are never inherited. Connection setup may remain unfinished.
+The recipient gets independent setup and selected resource copies. Imported custom skills receive distinct names. App credentials are never inherited. Read the imported Agent's `setup_requirements`, then complete missing connections and consent in its manager conversation.
 
 A revoked link becomes unavailable. Unsupported older snapshots may require republication by their owner. Revocation does not delete copies already imported.
diff --git a/content/docs/developers/api-ref/threads-and-messages.mdx b/content/docs/developers/api-ref/threads-and-messages.mdx
index b556a4e..89a4d3c 100644
--- a/content/docs/developers/api-ref/threads-and-messages.mdx
+++ b/content/docs/developers/api-ref/threads-and-messages.mdx
@@ -1,73 +1,56 @@
 ---
-title: Threads and messages
-sidebarTitle: Threads and messages
+title: Conversations and results
+sidebarTitle: Conversations and results
 icon: messages-square
-description: Open an Agent's main conversation, send a turn, and read durable history.
+description: Submit work, continue a conversation, and read the complete saved answer.
 ---
 
-A thread is a conversation stored in a project. Agent-owned conversations have a saved Agent binding. An ordinary chat cannot be converted by adding an Agent ID to a later message.
+A **thread** is a conversation. An **input** is a message you submit. A **run** tracks the resulting work.
 
-Each Agent has one main conversation and a separate Manager. Delegated sessions are created by the Agent's session tools. Do not create a new top-level thread for every message.
+Start with the runnable [API quickstart](/developers/api-ref/authentication#try-a-complete-request). These are the operations behind it.
 
-## Open the main conversation
+## Create a conversation
 
-<Endpoint method="POST" path="/v1/threads" />
+Send `POST /v1/threads` with an `Idempotency-Key` and an input body:
 
-Use the Agent's configured project and its ID in `metadata`. Omit `thread_id` to let repeated opens resolve to the existing main conversation.
-
-```bash
-curl "$FLUSO_API/v1/threads" \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -H 'Content-Type: application/json' \
-  -d '{
-    "project_id": "Home",
-    "metadata": {"agentId": "<agentId from GET /v1/agents>"}
-  }'
+```json
+{
+  "input": "Explain three ways to check whether a source is reliable."
+}
 ```
 
-Use the returned `thread_id` and `project_id`, including when they refer to an existing conversation. Adding `"role": "manager"` to the creation metadata opens that Agent's Manager instead. Ordinary thread creation omits the Agent metadata.
+Save the key and body before sending. The receipt returns `thread_id` and `run_id`. Use those values rather than deriving one from the other.
+
+To open a conversation without starting work, omit `input` and `attachments`. To use a saved Agent, include `agent_id`. Its main conversation is reused. `purpose: "manager"` opens its setup conversation.
 
 ## Send a message
 
-<Endpoint method="POST" path="/v1/chat" />
-
-```bash
-curl -N "$FLUSO_API/v1/chat" \
-  -H "Authorization: Bearer $FLUSO_TOKEN" \
-  -H 'Content-Type: application/json' \
-  -d '{
-    "threadId": "<returned thread_id>",
-    "projectName": "<returned project_id>",
-    "agentId": "<agentId>",
-    "requestId": "<unique ID for this intended turn>",
-    "message": "Review the release evidence already in this project.",
-    "streamingBehavior": "followUp"
-  }'
-```
+Send `POST /v1/threads/{thread_id}/inputs` with the next `input` and a new key. If the conversation is busy, use `mode: "queue"` to wait or `mode: "steer"` to guide active work.
 
-The response uses the AI SDK UI message stream over SSE. A request can be queued, running, or held for approval before it settles. Stream acceptance is not completion. Use [Runs](/developers/api-ref/runs) and persisted history to recover after a disconnect.
+A retry must keep the original key and unchanged body. Reusing a key with different content returns 409. A new key means new work.
 
-Use the same `requestId` when checking or retrying an ambiguous submission, with the same request content. Use a new ID for a genuinely new turn.
+The **follow-up** example in your [workspace's reference](/developers/api-ref/authentication#choose-your-workspace) continues the quickstart conversation in the same shell.
 
-`followUp` queues a separate turn if work is active. `steer` brings new input into the active turn where compatible, or starts it when idle. Input with a different saved Agent configuration must wait for its own turn. Do not assume every queued message can be steered.
+## Read message history
 
-## Read and organize conversations
+Read `GET /v1/threads/{thread_id}/items?run_id={run_id}` for messages, tool results, and attachments belonging to a run. Omit the filter to read the conversation.
 
-| Method and path | Behavior |
-| --- | --- |
-| `GET /v1/threads?page=1&limit=20` | General chat list. Excludes Agent-owned conversations |
-| `GET /v1/agents/{agentId}/chats` | Agent conversations, including `isOrchestrator`, `createdByThreadId`, `previousConfig`, `forked`, and `role` |
-| `GET /v1/threads/{threadId}?project_id=Home` | Thread metadata |
-| `GET /v1/threads/{threadId}/messages?project_id=Home` | Persisted messages and tool-status projections |
-| `PATCH /v1/threads/{threadId}?project_id=Home` | Title, supported metadata, pin, archive state, or labels |
-| `DELETE /v1/threads/{threadId}?project_id=Home` | Delete an eligible thread and its schedules |
+Entries are in `data`. Read every page: pass `next_cursor` as `after` with the unchanged `revision`, until `next_cursor` is null. Keep filters unchanged between pages.
 
-Thread and message responses use snake_case. Message `content` and `metadata` can contain serialized JSON. Parse them before reading their fields.
+If a snapshot edit or deletion causes a pagination conflict, discard the partial read and restart without `after` or `revision`. New messages alone do not invalidate the snapshot.
 
-## Read message history
+Read the saved [run status](/developers/api-ref/runs) as well as the messages. An empty page does not prove the run finished or failed.
+
+## Follow live progress
+
+`GET /v1/threads/{thread_id}/events` streams Server-Sent Events. Submitting with `stream: true` starts with an `input.accepted` receipt. Save it before processing later events.
+
+Streams do not replay missed events. After reconnecting, read saved state and items. Ignore unknown event types and keepalive comments. Replace temporary text with its saved item to avoid showing it twice.
+
+Use the reference's **watch.mjs** example for a client that combines live updates, result pages, and recovery. It requires Node 22 or later.
 
-Use the messages endpoint above when reconnecting or keeping a copy of a conversation. Routine metadata identifies its scheduled origin. Collapsing it in the UI does not remove its full instructions from history.
+## Delete a conversation
 
-Agent and role bindings are fixed at creation. The main conversation uses the current Agent setup on a later turn. Delegated sessions keep their creation setup. The thread endpoints cannot archive or delete the main conversation. Deleting its project also removes it, as explained in [Files and context](/developers/guides/files).
+`DELETE /v1/threads/{thread_id}` deletes an ordinary conversation and stops its execution. Save needed results first. Agent main and manager conversations require deleting their Agent instead.
 
-For user-facing behavior, see [Conversations and sessions](/developers/guides/conversations).
+Conversation deletion does not remove a separately published chat snapshot or all workspace files.
diff --git a/content/docs/developers/api-ref/usage.mdx b/content/docs/developers/api-ref/usage.mdx
index 501bb71..ff2591b 100644
--- a/content/docs/developers/api-ref/usage.mdx
+++ b/content/docs/developers/api-ref/usage.mdx
@@ -2,143 +2,29 @@
 title: Usage
 sidebarTitle: Usage
 icon: chart-no-axes-combined
-description: Read current-user totals, session summaries, and filtered raw usage entries.
+description: Read recorded model usage for a workspace or one run.
 ---
 
-Usage records are user-scoped. Token counts and costs use camelCase fields, and cost values are denominated in US dollars.
+Usage reports describe recorded activity. They can arrive after execution and are not a final bill. A missing report or unknown price does not mean zero cost.
 
-Filter entries by the request and thread identifiers returned from [Runs](/developers/api-ref/runs).
+## Read workspace totals
 
-## Read usage totals
+Use `GET /v1/token-usage` for account totals and its session summaries. Public response fields use snake_case, such as `last_updated` and `entry_count`.
 
-<Endpoint method="GET" path="/v1/token-usage" />
+## Inspect a run
 
-Returns totals for the current user plus a map of session summaries.
+`GET /v1/threads/{thread_id}/runs/{run_id}/usage` returns the run's recorded tokens and estimated cost. It returns `null` when no usage is reported. Cost can also be null when a recorded call has no price.
 
-```bash title="Request"
-curl "$FLUSO_API/v1/token-usage" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
-
-```json title="Response: 200, selected fields"
-{
-  "userId": "22222222-2222-4222-8222-222222222222",
-  "lastUpdated": "2026-08-31T09:05:00Z",
-  "totals": {
-    "tokens": {
-      "input": 120,
-      "output": 40,
-      "cacheRead": 0,
-      "cacheWrite": 0,
-      "total": 160
-    },
-    "cost": {
-      "input": 0.001,
-      "output": 0.002,
-      "cacheRead": 0,
-      "cacheWrite": 0,
-      "total": 0.003
-    },
-    "entryCount": 1
-  }
-}
-```
-
-## List session summaries
-
-<Endpoint method="GET" path="/v1/token-usage/sessions" />
-
-Returns the session map from the totals response as an array.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/token-usage/sessions" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
+For individual records, use `GET /v1/token-usage/entries` with `thread_id` and `run_id`. Other filters include `provider`, `model`, `since`, and `limit`.
 
-```json title="Response: 200, selected fields"
-[
-  {
-    "sessionId": "sess_ddf284f4",
-    "threadId": "thread_agent_release",
-    "firstSeen": "2026-08-31T09:00:00Z",
-    "lastUpdated": "2026-08-31T09:05:00Z",
-    "entryCount": 1,
-    "tokens": {
-      "input": 120,
-      "output": 40,
-      "cacheRead": 0,
-      "cacheWrite": 0,
-      "total": 160
-    },
-    "cost": {
-      "input": 0.001,
-      "output": 0.002,
-      "cacheRead": 0,
-      "cacheWrite": 0,
-      "total": 0.003
-    }
-  }
-]
+```bash
+curl --fail-with-body --silent --show-error --get \
+  "$FLUSO_API_URL/token-usage/entries" \
+  -H "Authorization: Bearer $FLUSO_API_TOKEN" \
+  --data-urlencode "thread_id=$thread_id" \
+  --data-urlencode "run_id=$run_id"
 ```
 
-## List usage entries
-
-<Endpoint method="GET" path="/v1/token-usage/entries" />
-
-Returns raw usage entries that match the submitted filters.
-
-```bash title="Request"
-curl "$FLUSO_API/v1/token-usage/entries?threadId=thread_agent_release&limit=100" \
-  -H "Authorization: Bearer $FLUSO_TOKEN"
-```
-
-```json title="Response: 200, selected fields"
-[
-  {
-    "schemaVersion": 2,
-    "eventId": "use_0123456789abcdef0123456789abcdef",
-    "source": "pi-provider",
-    "ts": "2026-08-31T09:05:00Z",
-    "sessionId": "sess_ddf284f4",
-    "threadId": "thread_agent_release",
-    "component": "chat-agent",
-    "measurement": "actual",
-    "requestId": "req_review_01",
-    "provider": "openrouter",
-    "status": "success",
-    "model": "provider/model-id",
-    "tokens": {
-      "input": 120,
-      "output": 40,
-      "cacheRead": 0,
-      "cacheWrite": 0,
-      "total": 160
-    },
-    "cost": {
-      "input": 0.001,
-      "output": 0.002,
-      "cacheRead": 0,
-      "cacheWrite": 0,
-      "total": 0.003
-    },
-    "costSource": "provider"
-  }
-]
-```
-
-| Parameter | Matches | Default |
-| --- | --- | --- |
-| `sessionId` | Session ID | - |
-| `threadId` | Thread ID | - |
-| `requestId` | Request ID | - |
-| `component` | Emitting component | - |
-| `provider` | Model provider | - |
-| `providerSessionId` | Provider session ID | - |
-| `providerGenerationId` | Provider generation ID | - |
-| `model` | Model ID | - |
-| `since` | Entries at or after an RFC 3339 instant | - |
-| `limit` | Maximum entries, from 1 through 1000 | `100` |
-
-## Next
+Set the API URL, token, and IDs through the [quickstart](/developers/api-ref/authentication#try-a-complete-request) first. Read access is sufficient for usage queries. They do not start workspace compute.
 
-Correlate costs with [Runs](/developers/api-ref/runs), or review the service boundaries in [Architecture](/developers/api-ref/architecture).
+Use your [workspace's endpoint reference](/developers/api-ref/authentication#choose-your-workspace) for all fields and filters. For daemon inference charges, check the model provider's billing as well.
diff --git a/content/docs/features/open-architecture.mdx b/content/docs/features/open-architecture.mdx
index c75bd35..c930355 100644
--- a/content/docs/features/open-architecture.mdx
+++ b/content/docs/features/open-architecture.mdx
@@ -52,4 +52,4 @@ These exports are independent snapshots. Later Fluso changes do not silently rew
 
 ## APIs for continuous access
 
-Use the [API reference](/developers/api-ref/authentication) when a one-time download is not enough. The beta client API exposes Agent setup, sharing, projects and files, conversations, schedules, runs, and usage. Authenticate each request with a user bearer token and store only the data your integration needs.
+Use [API access](/developers/api-ref/authentication) when a one-time download is not enough. The account API covers Agents, conversations, files, schedules, runs, and usage on Cloud and [daemon workspaces](/workspaces). Authenticate with a Cloud developer token or a paired daemon token. Store only the data your integration needs.
diff --git a/content/docs/index.mdx b/content/docs/index.mdx
index e37dec3..15b1ac2 100644
--- a/content/docs/index.mdx
+++ b/content/docs/index.mdx
@@ -48,6 +48,9 @@ Pick a workflow that matches a problem you have right now. Each one is a story,
 ## When you need it
 
 <CardGroup cols={2}>
+  <Card title="Run Fluso on your machine" icon="monitor" href="/workspaces">
+    Set up a workspace on your Mac or a Linux host, including a supported Raspberry Pi.
+  </Card>
   <Card title="Features" icon="sparkles" href="/features/chat">
     The five primitives: chat, apps, skills, tasks, memory.
   </Card>
diff --git a/content/docs/meta.json b/content/docs/meta.json
index 7435c5a..a04126c 100644
--- a/content/docs/meta.json
+++ b/content/docs/meta.json
@@ -25,6 +25,8 @@
     "---Remote access---",
     "...remote",
     "---Workflows---",
-    "...workflows"
+    "...workflows",
+    "---Workspaces---",
+    "...workspaces"
   ]
 }
diff --git a/content/docs/workspaces/index.mdx b/content/docs/workspaces/index.mdx
new file mode 100644
index 0000000..e44548b
--- /dev/null
+++ b/content/docs/workspaces/index.mdx
@@ -0,0 +1,55 @@
+---
+title: Run Fluso on your machine
+sidebarTitle: Overview
+icon: monitor
+description: Keep a workspace on your Mac or a Linux machine, and use it from Fluso.
+---
+
+You can use Fluso Cloud, or run a workspace on a machine you own. For example, your Mac can work with a folder of reports. A Linux machine can keep a scheduled task running after you close your laptop.
+
+The **daemon** is the background program that runs this workspace. You install it separately from the Fluso desktop app.
+
+## Choose where the work runs
+
+| Workspace | Where work runs and files stay | What you manage |
+| --- | --- | --- |
+| Fluso Cloud | Fluso's managed service | Your work and app connections |
+| This Mac | Your Apple Silicon Mac | The daemon, model provider, and backups |
+| Remote workspace | Your Linux machine or another supported host | The daemon, secure connection, model provider, and backups |
+
+These workspaces keep separate conversations, Agents, files, and connections. Switching between them does not move or synchronize your work.
+
+<CardGroup cols={2}>
+  <Card title="Set up on macOS" icon="laptop" href="/workspaces/macos">
+    Install the package, choose a model provider, and connect This Mac.
+  </Card>
+  <Card title="Set up on Linux" icon="server" href="/workspaces/linux">
+    Use a Linux host or a Raspberry Pi with a supported operating system and KVM.
+  </Card>
+</CardGroup>
+
+[Contact us](mailto:support@premai.io?subject=Fluso%20daemon%20download) for the daemon download links. Include your operating system, processor type, and whether you use Fluso or Fluso Dev. We can confirm the matching package and desktop version.
+
+## What stays on your machine
+
+The daemon stores workspace files and conversations on its host. It has no access to your personal folders until you share them.
+
+Your chosen model provider receives the content needed for inference. Connected services receive their tool requests. Running the daemon locally does not make these calls offline or keep all processing on your machine.
+
+You supply your own provider credentials. The desktop interface still needs an internet connection and Fluso sign-in. You can configure the daemon and use its API without the desktop app.
+
+## Use it day to day
+
+Open **Workspaces** from the desktop account menu. Choose **This Mac** or a saved remote connection. Settings on this page apply to the selected machine.
+
+Closing the app or switching workspaces leaves accepted work running. Opening the app again starts on **Fluso Cloud**. Select your saved connection to return.
+
+The host must remain awake and connected for work to continue. After downtime, missed recurring runs are combined into one catch-up run.
+
+<Accordion title="What differs from Cloud?">
+  Conversations, Agents, files, routines, and custom MCP connections use the selected workspace. Cloud billing, managed app connections, ingestion services, legacy Tasks, and public sharing are not available through the daemon.
+
+  Each paired client has access to the same owner's workspace. Pairing does not create separate user accounts or private areas for different people.
+</Accordion>
+
+Next, learn how to [share folders, update, and back up your workspace](/workspaces/manage). For scripts and integrations, start with [API access](/developers/api-ref/authentication).
diff --git a/content/docs/workspaces/linux.mdx b/content/docs/workspaces/linux.mdx
new file mode 100644
index 0000000..a523bd0
--- /dev/null
+++ b/content/docs/workspaces/linux.mdx
@@ -0,0 +1,122 @@
+---
+title: Set up on Linux or Raspberry Pi
+sidebarTitle: Linux and Raspberry Pi
+icon: server
+description: Install the daemon on a Linux host and connect from your Mac through SSH.
+---
+
+A Linux host can keep your workspace running when your laptop is closed. You can connect from the Mac app or use the API directly. You do not need to install a daemon on the Mac.
+
+## 1. Check the host
+
+Use a 64-bit glibc Linux system with systemd: Ubuntu 24.04, Debian 13, or newer. The packages support x64 and ARM64. Allow at least 8 GiB of host memory and 8 GiB of free disk space, plus files and backups.
+
+The host needs **KVM**, Linux's hardware virtualization facility. A virtual machine also needs nested virtualization from its host provider.
+
+Run these commands on the Linux machine:
+
+```bash
+uname -m
+cat /etc/os-release
+test -r /dev/kvm && test -w /dev/kvm && echo 'KVM access is ready'
+```
+
+If the last command does not print `KVM access is ready`, stop here. Ask your administrator to enable KVM and grant your user read/write access. After a group-permission change, sign out and sign in again.
+
+<Note>
+  A Raspberry Pi needs a 64-bit operating system and kernel with usable KVM. An ARM64 processor alone is not enough. Send the checks above to support if you are unsure about your Pi.
+</Note>
+
+On Ubuntu or Debian, install the native library and download tools:
+
+```bash
+sudo apt-get update
+sudo apt-get install libcap-ng0 curl ca-certificates
+```
+
+## 2. Get and check the package
+
+[Email support@premai.io](mailto:support@premai.io?subject=Fluso%20daemon%20for%20Linux) for the download links and release version. Include the OS, architecture, KVM check, and whether your desktop app is Fluso or Fluso Dev.
+
+| `uname -m` result | Package | Checksum |
+| --- | --- | --- |
+| `aarch64` | `daemon-linux-arm64.tar.gz` | `daemon-linux-arm64.sha256` |
+| `x86_64` | `daemon-linux-x64.tar.gz` | `daemon-linux-x64.sha256` |
+
+Use only links supplied by Fluso. No GitHub login, Docker, or compiler is needed.
+
+The commands below use **ARM64**, including a suitable Pi. On x64, replace `arm64` with `x64`. Replace the two URL placeholders with your links:
+
+```bash
+mkdir -p "$HOME/Downloads/fluso-daemon"
+cd "$HOME/Downloads/fluso-daemon"
+curl --fail --location 'ARCHIVE_URL' -o daemon-linux-arm64.tar.gz
+curl --fail --location 'CHECKSUM_URL' -o daemon-linux-arm64.sha256
+sha256sum -c daemon-linux-arm64.sha256
+```
+
+Continue only if the check prints `OK`. Replace `RELEASE_VERSION` with the supplied version, then extract into a new, permanent folder:
+
+```bash
+mkdir -p "$HOME/fluso/releases"
+mkdir "$HOME/fluso/releases/RELEASE_VERSION" &&
+  tar -xzf daemon-linux-arm64.tar.gz -C "$HOME/fluso/releases/RELEASE_VERSION"
+cd "$HOME/fluso/releases/RELEASE_VERSION"
+```
+
+Keep all extracted files together. Do not overwrite an installed package. Use [update](/workspaces/manage#update-the-daemon) for later releases.
+
+## 3. Start and configure
+
+Run as the user who will own the workspace, without `sudo`:
+
+```bash
+./fluso-daemon setup --root "$HOME/fluso/state" --manage-host
+./fluso-daemon configure --root "$HOME/fluso/state" --apply
+./fluso-daemon status
+```
+
+Follow the prompts for your own model provider and key. Setup keeps data and keys under `~/fluso/state`, outside the package. It remembers this installation for later commands.
+
+Wait for the workspace to become ready. Setup also arranges for the user service to run after logout and at boot. If administrator approval is needed, it prints a `sudo loginctl enable-linger` command. Have your administrator run that exact command.
+
+## 4. Connect from your Mac
+
+On the Linux host, create a fresh pairing code from the package folder:
+
+```bash
+./fluso-daemon pair --manage-host
+```
+
+Keep the code private. Each code works once and expires after ten minutes. This code gives the client workspace access and permission to change host settings.
+
+On your Mac, open Terminal. Replace `USER` and `HOST` with your Linux login and address:
+
+```bash
+ssh -N -o ExitOnForwardFailure=yes -L 127.0.0.1:4111:127.0.0.1:4111 USER@HOST
+```
+
+Leave this terminal open. Use the same local and remote port shown by setup. The daemon checks the port in incoming requests.
+
+1. Open **Workspaces** in the current Fluso desktop app.
+2. Under **Connect a remote workspace**, enter a name, such as `Home Pi`.
+3. Enter `http://127.0.0.1:4111` as the **Workspace URL**, then paste the pairing code.
+4. Select **Connect**. Send a short message to check the workspace.
+
+Closing the tunnel disconnects the client. It does not stop work on the host. Reopen the tunnel to reconnect. Pairing remains valid unless revoked or unused for 30 days.
+
+<Accordion title="Port 4111 is already in use on my Mac">
+  A Mac daemon or another tunnel may already use that port. For a new Linux installation, choose two free ports during setup, for example `--port 4211 --control-port 4212`.
+
+  Forward `127.0.0.1:4211` to `127.0.0.1:4211` and use port `4211` in the workspace URL. For an existing host, stop its service before repeating setup with changed ports. Keep its original `--root`.
+</Accordion>
+
+<Accordion title="Use a permanent HTTPS address instead">
+  For a host with DNS and a trusted TLS certificate, add `--public-origin https://workspace.example.com` during setup. Put an HTTPS reverse proxy in front of port `4111`.
+
+  The proxy must preserve the requested Host, support streamed responses, and block `/control/*`. Keep both daemon ports on loopback. Port `4112` is private runtime control. Configure OAuth callbacks for the final HTTPS origin.
+
+  Use the HTTPS URL and a fresh pairing code in Fluso. Ordinary remote HTTP is not accepted. Ask support for help if you do not manage this infrastructure.
+</Accordion>
+
+Next: [configure files and backups](/workspaces/manage), or [use the API without a desktop client](/developers/api-ref/authentication).
diff --git a/content/docs/workspaces/macos.mdx b/content/docs/workspaces/macos.mdx
new file mode 100644
index 0000000..2053e65
--- /dev/null
+++ b/content/docs/workspaces/macos.mdx
@@ -0,0 +1,96 @@
+---
+title: Set up on macOS
+sidebarTitle: macOS
+icon: laptop
+description: Install the daemon on an Apple Silicon Mac and connect it to Fluso.
+---
+
+This guide sets up a workspace on your Mac. You need an Apple Silicon Mac, internet access, and your own model provider key. Allow at least 8 GiB of host memory and 8 GiB of free disk space, plus room for your files and backups.
+
+The daemon runs separately from the desktop app. You do not need Docker, Bun, or a source checkout.
+
+## 1. Get the download links
+
+[Email support@premai.io](mailto:support@premai.io?subject=Fluso%20daemon%20for%20macOS) and ask for the macOS daemon package. Include your macOS version, chip, and whether you use Fluso or Fluso Dev. **Apple menu → About This Mac** shows your version and chip.
+
+Ask for the release version and these two links:
+
+- `daemon-darwin-arm64.tar.gz`: the package.
+- `daemon-darwin-arm64.sha256`: its checksum.
+
+Use links supplied by Fluso. You do not need a GitHub account. Intel Macs are not supported by this package.
+
+## 2. Download and check the package
+
+Open Terminal. Replace `ARCHIVE_URL` and `CHECKSUM_URL` with the links you received, keeping the quotes:
+
+```bash
+mkdir -p "$HOME/Downloads/fluso-daemon"
+cd "$HOME/Downloads/fluso-daemon"
+curl --fail --location 'ARCHIVE_URL' -o daemon-darwin-arm64.tar.gz
+curl --fail --location 'CHECKSUM_URL' -o daemon-darwin-arm64.sha256
+shasum -a 256 -c daemon-darwin-arm64.sha256
+```
+
+Continue only if the check prints `daemon-darwin-arm64.tar.gz: OK`. If it fails, download both files again from the matching release links.
+
+Replace `RELEASE_VERSION` below with the version supplied by support. Use a new folder for this release:
+
+```bash
+mkdir -p "$HOME/fluso/releases"
+mkdir "$HOME/fluso/releases/RELEASE_VERSION" &&
+  tar -xzf daemon-darwin-arm64.tar.gz -C "$HOME/fluso/releases/RELEASE_VERSION"
+cd "$HOME/fluso/releases/RELEASE_VERSION"
+```
+
+Keep this folder in place. The executable needs the other packaged files beside it. For an existing installation, use [update](/workspaces/manage#update-the-daemon) instead of replacing files in its folder.
+
+## 3. Start your workspace
+
+Run these commands as your normal Mac user, without `sudo`:
+
+```bash
+./fluso-daemon setup --manage-host
+./fluso-daemon configure --apply
+./fluso-daemon status
+```
+
+Setup checks the signed package and installs a background service. Follow the configuration prompts to choose a provider, model, and API key. Key entry stays hidden. Prem confidential inference needs only your Prem API key.
+
+Respond to macOS Keychain or folder-access prompts. Wait for `status` to report that the workspace is ready before sending work.
+
+`--manage-host` lets the connected app change the provider, resource limits, and shared folders. The [workspace settings guide](/workspaces/manage) explains these controls.
+
+## 4. Connect Fluso
+
+1. Open the matching, current [Fluso desktop app](https://fluso.ai/) and sign in.
+2. Open **Workspaces** from the account menu. The menu-bar **View → Workspace settings** opens the same page.
+3. Open the workspace selector and choose **This Mac**. Complete any native confirmation.
+4. Send a small first message, such as: *"Help me plan a weekly review of my project notes."*
+
+Your existing Cloud conversations stay in Cloud. This workspace starts with its own data.
+
+The service starts when you log in. Closing Fluso leaves it running. Putting the Mac to sleep pauses its work.
+
+## If setup stops
+
+From the package folder, run:
+
+```bash
+./fluso-daemon doctor
+./fluso-daemon info
+```
+
+`doctor` explains installation problems. `info` shows the workspace paths and API address.
+
+<Accordion title="The workspace is missing or not ready">
+  Check `./fluso-daemon status`. Start a stopped service with `./fluso-daemon start`. If configuration is missing, rerun `./fluso-daemon configure --apply`.
+
+  In **Workspaces**, refresh the workspace list. A release mismatch requires a compatible desktop app and daemon. Changing the workspace's data directory does not fix it.
+
+  If macOS cannot verify the developer, use **System Settings → Privacy & Security → Open Anyway** only for the package supplied by Fluso. Follow [Apple's instructions](https://support.apple.com/en-us/102445) after checking the download. For a damaged-file or malware warning, contact support with the exact message.
+
+  Keep the original data and keys when diagnosing an existing installation.
+</Accordion>
+
+Next: [give the workspace access to a folder](/workspaces/manage#share-a-folder).
diff --git a/content/docs/workspaces/manage.mdx b/content/docs/workspaces/manage.mdx
new file mode 100644
index 0000000..75d92e5
--- /dev/null
+++ b/content/docs/workspaces/manage.mdx
@@ -0,0 +1,135 @@
+---
+title: Manage your workspace
+sidebarTitle: Settings and maintenance
+icon: settings-2
+description: Choose a provider, share folders, adjust resources, and keep your workspace recoverable.
+---
+
+Open **Workspaces** in Fluso and select the machine you want to change. These settings belong to that host, even when you use the app on another Mac.
+
+To use the terminal instead, run the commands below from the installed package folder on the host. Add `--root /path/to/state` only when selecting a different installation.
+
+## Choose a model provider
+
+Open **Model provider**, enter your provider details, then **Save and apply**. You supply the credentials. The daemon does not include a Fluso Cloud inference allowance.
+
+| Provider | What you supply |
+| --- | --- |
+| OpenRouter or OpenAI | API key and model ID |
+| Custom | An OpenAI-compatible base URL, API key, and exact model ID |
+| Prem · Confidential | Prem API key, then **Enable confidential inference** |
+
+For terminal setup, use `./fluso-daemon configure --apply`. Prompts hide your keys. Pressing Enter keeps a saved value.
+
+Saved changes need Apply or a restart before they take effect. Applying settings can restart the workspace's compute. Finish active work first. An explicit interruption can stop a running task.
+
+<Accordion title="Custom endpoints and confidential inference">
+  A custom endpoint must support streaming and tool calls, a 128K context window, and up to 16K output tokens. Use HTTPS for a remote provider. Local or trusted-network inference endpoints can use HTTP.
+
+  `localhost` refers to the daemon's host. For a Pi workspace, it does not refer to the Mac running Fluso. Changing an endpoint requires entering its key again.
+
+  Prem confidential inference verifies the provider and encrypts inference requests. It does not encrypt every workspace file or make external tools confidential. Image generation and speech synthesis are unavailable in this mode. Turning it off restores your saved standard provider.
+
+  Provider failures do not silently switch to another provider. Media features can need separate provider credentials. Configure these with the same CLI command.
+</Accordion>
+
+## Connect an app
+
+Open **Plugins → MCP → Add MCP** and choose **Custom server**. Enter the service's public MCP endpoint and supply its credentials or complete its OAuth sign-in.
+
+The daemon does not copy Cloud connections or provide the managed app catalog. Custom MCP destinations must be public: private network addresses and redirects are blocked. Review the service's permissions before you connect it.
+
+## Share a folder
+
+No personal host files are shared by default. Uploaded workspace files are separate from these grants.
+
+1. In **File access**, add the file or folder the Agent needs.
+2. Keep **Read only** for reference material. Choose **Read and write** for files the Agent should edit.
+3. Review the native confirmation and select **Save and apply**.
+
+For a report-writing task, share a reference folder read-only and a separate drafts folder with write access. Tell the Agent which folder holds each kind of file.
+
+On a remote workspace, enter paths on that remote host. A Mac path such as `/Users/alex/Drafts` appears to tools under `/mnt/host/Users/alex/Drafts`.
+
+Read-only access prevents edits, but content can still reach the chosen model provider. Share a specific folder instead of your entire home directory.
+
+<Accordion title="Change or remove file access">
+  Use `./fluso-daemon host-files --apply` for the same settings in a terminal.
+
+  A folder grant includes its descendants. A single-file grant permits in-place edits. Share the parent folder when a tool must rename or replace files. Overlapping grants are rejected.
+
+  Remove a path and apply the change to revoke access. This does not delete content already copied into the workspace or conversation. Operating-system permissions still apply to writable grants.
+</Accordion>
+
+## Adjust memory and storage
+
+The default sandbox has **3 GiB of RAM** and a **64 GiB disk budget**. The disk grows as needed: 56 GiB holds saved work and 8 GiB is for temporary work.
+
+Change these values in the workspace settings, or run `./fluso-daemon resources --apply`. Leave memory and disk space for the operating system and other applications.
+
+Runtime images, backups, and shared host folders are outside this disk budget. Reducing a limit must still leave room for saved data. Applying the change preserves saved files and replaces temporary storage.
+
+**Resources and storage** shows the data directory. On This Mac, **Open data folder** opens it in Finder. In a terminal, `./fluso-daemon info` shows the same paths.
+
+## Update the daemon
+
+Run this on the host:
+
+```bash
+./fluso-daemon update
+./fluso-daemon version
+./fluso-daemon status
+```
+
+The command finds the latest release for the installed development or production channel. You do not need another download URL or a GitHub login.
+
+It checks the download and signature before stopping the service. Updates keep files, conversations, settings, and pairings. If the replacement cannot start correctly, the updater restores the previous package.
+
+Updates run only when requested. The desktop app updates separately. A stopped service stays stopped. Active work must finish unless you explicitly allow interruption.
+
+Keep the current and previous package folders for recovery. Internet access is required for release verification.
+
+## Back up your work
+
+Run these commands one at a time on the host. Use a new backup folder:
+
+```bash
+./fluso-daemon shutdown
+./fluso-daemon backup --backup-dir "$HOME/fluso/backups/first-backup"
+./fluso-daemon start
+```
+
+Continue to backup only after shutdown succeeds. Shutdown refuses to interrupt active work. If backup fails, inspect the error and restart the service when ready.
+
+Keep the **encryption key and file-access settings separately**. The backup alone cannot recover an installation that has lost its key.
+
+- On macOS, the key is in the owner's Keychain.
+- On Linux, the key is in the installation's `keys` folder.
+- With `--root`, file-access settings are in `<root>/sandbox/config.json`. The default Mac path is `~/.fluso/sandbox/config.json`.
+
+Backup files can contain readable documents. Store them privately and include them in your protected host backups.
+
+<Accordion title="Restore a backup">
+  Restore requires the original installation's encryption key. Stop the service, then run `./fluso-daemon restore --backup-dir /path/to/backup` and `./fluso-daemon start`.
+
+  Restore keeps the pre-restore data separately. You must pair clients again, restore host-file access, and explicitly resume schedules. Pending work and approvals are not resumed automatically.
+
+  Ask support before moving a workspace to another machine. Copying only the project-files folder or SQLite database is not a complete migration.
+</Accordion>
+
+## When something needs attention
+
+Start with `./fluso-daemon status` and `./fluso-daemon doctor`. `./fluso-daemon doctor --fix` can repair startup or an interrupted update without resetting credentials or deleting workspace data.
+
+| Symptom | What to check |
+| --- | --- |
+| Settings cannot be changed | Reconnect with a code made by `pair --manage-host`. |
+| Pairing code rejected | Generate a new code. Codes expire after ten minutes and work once. |
+| Remote workspace unreachable | Check the host service and SSH tunnel or HTTPS address. |
+| Configuration saved but not active | Apply it. If another client changed settings, reload and review before saving again. |
+| Work pauses when the laptop closes | Keep the host awake, or use an always-on Linux host. |
+| Model or tool call fails | Check that provider's credentials and the saved result before retrying work. |
+
+For logs, check `daemon.log` in the Mac data directory. On Linux, use `journalctl --user -u fluso-daemon` for the user service. Share the relevant error with [support](mailto:support@premai.io), without API keys or pairing codes.
+
+Disconnecting a reachable workspace revokes that client's access. Forgetting an offline connection cannot confirm revocation. Signing out or uninstalling the desktop app does not stop the daemon.
diff --git a/content/docs/workspaces/meta.json b/content/docs/workspaces/meta.json
new file mode 100644
index 0000000..5610ee8
--- /dev/null
+++ b/content/docs/workspaces/meta.json
@@ -0,0 +1,12 @@
+{
+  "pages": [
+    "!index",
+    "[monitor][Overview](/workspaces)",
+    "!macos",
+    "[laptop][macOS setup](/workspaces/macos)",
+    "!linux",
+    "[server][Linux and Raspberry Pi](/workspaces/linux)",
+    "!manage",
+    "[settings-2][Settings and maintenance](/workspaces/manage)"
+  ]
+}

From 68531cfc43ca9cd244bd86b30b40a1ef45e9fefd Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Sun, 11 Oct 2026 20:22:31 +0200
Subject: [PATCH 13/18] docs: clarify setup failures and backup recovery

---
 content/docs/developers/api-ref/authentication.mdx |  2 +-
 content/docs/developers/api-ref/sharing.mdx        |  3 +--
 content/docs/workspaces/linux.mdx                  | 14 +++++++-------
 content/docs/workspaces/macos.mdx                  | 14 +++++++-------
 content/docs/workspaces/manage.mdx                 |  9 +++++++--
 5 files changed, 23 insertions(+), 19 deletions(-)

diff --git a/content/docs/developers/api-ref/authentication.mdx b/content/docs/developers/api-ref/authentication.mdx
index 5da9821..d9eee49 100644
--- a/content/docs/developers/api-ref/authentication.mdx
+++ b/content/docs/developers/api-ref/authentication.mdx
@@ -47,7 +47,7 @@ Use `pair --manage-host` only when the client also needs provider settings, host
 
 ## Try a complete request
 
-Open Bash in a new example directory. You need `curl`, `jq`, and `uuidgen`. The example below uses a daemon. For Cloud, use your environment's URL from the table above. Set the token you saved:
+Open Bash in a new example directory. You need cURL 7.87 or later, `jq`, and `uuidgen` for the API examples. Check your version with `curl --version`. The example below uses a daemon. For Cloud, use your environment's URL from the table above. Set the token you saved:
 
 ```bash
 export FLUSO_API_URL='http://127.0.0.1:4111/v1'
diff --git a/content/docs/developers/api-ref/sharing.mdx b/content/docs/developers/api-ref/sharing.mdx
index 57378c2..47c6309 100644
--- a/content/docs/developers/api-ref/sharing.mdx
+++ b/content/docs/developers/api-ref/sharing.mdx
@@ -43,12 +43,11 @@ Review all selected contents and connection URLs before publishing. Stored authe
 {
   "name": "My release reviewer",
   "project_id": "Home",
-  "creation_id": "11111111-1111-4111-8111-111111111111",
   "published_at": "<exact value from the preview>"
 }
 ```
 
-Send a saved `Idempotency-Key` when importing. Reuse it and the unchanged body to recover an uncertain import without creating another copy. The `creation_id` field is also accepted, but must not conflict with that key. A changed snapshot returns a conflict rather than silently importing something different from the preview.
+Generate and save a new `Idempotency-Key` for each import. Reuse it and the unchanged body to recover an uncertain import without creating another copy. A changed snapshot returns a conflict rather than silently importing something different from the preview.
 
 The recipient gets independent setup and selected resource copies. Imported custom skills receive distinct names. App credentials are never inherited. Read the imported Agent's `setup_requirements`, then complete missing connections and consent in its manager conversation.
 
diff --git a/content/docs/workspaces/linux.mdx b/content/docs/workspaces/linux.mdx
index a523bd0..65f9bfb 100644
--- a/content/docs/workspaces/linux.mdx
+++ b/content/docs/workspaces/linux.mdx
@@ -48,19 +48,19 @@ Use only links supplied by Fluso. No GitHub login, Docker, or compiler is needed
 The commands below use **ARM64**, including a suitable Pi. On x64, replace `arm64` with `x64`. Replace the two URL placeholders with your links:
 
 ```bash
-mkdir -p "$HOME/Downloads/fluso-daemon"
-cd "$HOME/Downloads/fluso-daemon"
-curl --fail --location 'ARCHIVE_URL' -o daemon-linux-arm64.tar.gz
-curl --fail --location 'CHECKSUM_URL' -o daemon-linux-arm64.sha256
+mkdir -p "$HOME/Downloads/fluso-daemon" &&
+cd "$HOME/Downloads/fluso-daemon" &&
+curl --fail --location 'ARCHIVE_URL' -o daemon-linux-arm64.tar.gz &&
+curl --fail --location 'CHECKSUM_URL' -o daemon-linux-arm64.sha256 &&
 sha256sum -c daemon-linux-arm64.sha256
 ```
 
 Continue only if the check prints `OK`. Replace `RELEASE_VERSION` with the supplied version, then extract into a new, permanent folder:
 
 ```bash
-mkdir -p "$HOME/fluso/releases"
+mkdir -p "$HOME/fluso/releases" &&
 mkdir "$HOME/fluso/releases/RELEASE_VERSION" &&
-  tar -xzf daemon-linux-arm64.tar.gz -C "$HOME/fluso/releases/RELEASE_VERSION"
+tar -xzf daemon-linux-arm64.tar.gz -C "$HOME/fluso/releases/RELEASE_VERSION" &&
 cd "$HOME/fluso/releases/RELEASE_VERSION"
 ```
 
@@ -68,7 +68,7 @@ Keep all extracted files together. Do not overwrite an installed package. Use [u
 
 ## 3. Start and configure
 
-Run as the user who will own the workspace, without `sudo`:
+Run these commands one at a time as the workspace owner, without `sudo`. If a command fails, stop and check its error:
 
 ```bash
 ./fluso-daemon setup --root "$HOME/fluso/state" --manage-host
diff --git a/content/docs/workspaces/macos.mdx b/content/docs/workspaces/macos.mdx
index 2053e65..51ec745 100644
--- a/content/docs/workspaces/macos.mdx
+++ b/content/docs/workspaces/macos.mdx
@@ -25,10 +25,10 @@ Use links supplied by Fluso. You do not need a GitHub account. Intel Macs are no
 Open Terminal. Replace `ARCHIVE_URL` and `CHECKSUM_URL` with the links you received, keeping the quotes:
 
 ```bash
-mkdir -p "$HOME/Downloads/fluso-daemon"
-cd "$HOME/Downloads/fluso-daemon"
-curl --fail --location 'ARCHIVE_URL' -o daemon-darwin-arm64.tar.gz
-curl --fail --location 'CHECKSUM_URL' -o daemon-darwin-arm64.sha256
+mkdir -p "$HOME/Downloads/fluso-daemon" &&
+cd "$HOME/Downloads/fluso-daemon" &&
+curl --fail --location 'ARCHIVE_URL' -o daemon-darwin-arm64.tar.gz &&
+curl --fail --location 'CHECKSUM_URL' -o daemon-darwin-arm64.sha256 &&
 shasum -a 256 -c daemon-darwin-arm64.sha256
 ```
 
@@ -37,9 +37,9 @@ Continue only if the check prints `daemon-darwin-arm64.tar.gz: OK`. If it fails,
 Replace `RELEASE_VERSION` below with the version supplied by support. Use a new folder for this release:
 
 ```bash
-mkdir -p "$HOME/fluso/releases"
+mkdir -p "$HOME/fluso/releases" &&
 mkdir "$HOME/fluso/releases/RELEASE_VERSION" &&
-  tar -xzf daemon-darwin-arm64.tar.gz -C "$HOME/fluso/releases/RELEASE_VERSION"
+tar -xzf daemon-darwin-arm64.tar.gz -C "$HOME/fluso/releases/RELEASE_VERSION" &&
 cd "$HOME/fluso/releases/RELEASE_VERSION"
 ```
 
@@ -47,7 +47,7 @@ Keep this folder in place. The executable needs the other packaged files beside
 
 ## 3. Start your workspace
 
-Run these commands as your normal Mac user, without `sudo`:
+Run these commands one at a time as your normal Mac user, without `sudo`. If a command fails, stop and check its error:
 
 ```bash
 ./fluso-daemon setup --manage-host
diff --git a/content/docs/workspaces/manage.mdx b/content/docs/workspaces/manage.mdx
index 75d92e5..bafd6d5 100644
--- a/content/docs/workspaces/manage.mdx
+++ b/content/docs/workspaces/manage.mdx
@@ -94,6 +94,7 @@ Keep the current and previous package folders for recovery. Internet access is r
 Run these commands one at a time on the host. Use a new backup folder:
 
 ```bash
+mkdir -p "$HOME/fluso/backups"
 ./fluso-daemon shutdown
 ./fluso-daemon backup --backup-dir "$HOME/fluso/backups/first-backup"
 ./fluso-daemon start
@@ -101,7 +102,9 @@ Run these commands one at a time on the host. Use a new backup folder:
 
 Continue to backup only after shutdown succeeds. Shutdown refuses to interrupt active work. If backup fails, inspect the error and restart the service when ready.
 
-Keep the **encryption key and file-access settings separately**. The backup alone cannot recover an installation that has lost its key.
+The backup includes workspace files and its database. It excludes shared host folders. Back up those folders separately.
+
+Keep the **encryption key and file-access settings separately**. The backup does not contain the key needed to read saved credentials.
 
 - On macOS, the key is in the owner's Keychain.
 - On Linux, the key is in the installation's `keys` folder.
@@ -110,10 +113,12 @@ Keep the **encryption key and file-access settings separately**. The backup alon
 Backup files can contain readable documents. Store them privately and include them in your protected host backups.
 
 <Accordion title="Restore a backup">
-  Restore requires the original installation's encryption key. Stop the service, then run `./fluso-daemon restore --backup-dir /path/to/backup` and `./fluso-daemon start`.
+  Restore accepts a backup from the same installation. Keep its original encryption key available. Stop the service, then run `./fluso-daemon restore --backup-dir /path/to/backup`. Start the service after restore succeeds.
 
   Restore keeps the pre-restore data separately. You must pair clients again, restore host-file access, and explicitly resume schedules. Pending work and approvals are not resumed automatically.
 
+  If the key is lost, ask support about a credential reset. This can preserve files and conversations, but requires new credentials and connections.
+
   Ask support before moving a workspace to another machine. Copying only the project-files folder or SQLite database is not a complete migration.
 </Accordion>
 

From d47d52a8a91872590a0348f6805949c2e8645850 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Sun, 11 Oct 2026 20:31:35 +0200
Subject: [PATCH 14/18] docs: organize Fluso Local around setup and everyday
 use

---
 AGENTS.md                                     |   2 +-
 content/docs/deployment-models.mdx            |   8 +-
 .../developers/api-ref/authentication.mdx     |   2 +-
 content/docs/index.mdx                        |   4 +-
 content/docs/meta.json                        |   6 +-
 content/docs/workspaces/index.mdx             |  47 ++--
 content/docs/workspaces/linux.mdx             | 122 -----------
 content/docs/workspaces/macos.mdx             |  96 --------
 content/docs/workspaces/meta.json             |   8 +-
 content/docs/workspaces/setup.mdx             | 206 ++++++++++++++++++
 content/docs/workspaces/use.mdx               |  58 +++++
 public/_redirects                             |   6 +
 12 files changed, 307 insertions(+), 258 deletions(-)
 delete mode 100644 content/docs/workspaces/linux.mdx
 delete mode 100644 content/docs/workspaces/macos.mdx
 create mode 100644 content/docs/workspaces/setup.mdx
 create mode 100644 content/docs/workspaces/use.mdx

diff --git a/AGENTS.md b/AGENTS.md
index 7f79c51..5d9ad53 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -17,12 +17,12 @@ The navigation keeps Home first and sorts the top-level sections alphabetically.
 - **App setup** - `/integrations/{github, gmail, google-calendar, slack}`. Per-app permissions and prompts, not feature pages. All of them connect through the Apps tab of the Add MCP dialog.
 - **Deployment models** - `/deployment-models`. Current availability and operating boundaries for Fluso Cloud, dedicated AWS VPC, planned Azure VNet, and scoped on-premises deployments.
 - **Features** - `/features/*`. Approvals and permissions, Apps and MCP servers, Chat, Confidential mode, Imports, Memory, Projects, Skills, and Tasks.
+- **Fluso Local** - `/workspaces/*`. Setup and everyday use on your own machine, followed by settings and maintenance. Keep macOS and Linux as choices inside one setup guide. Request daemon download links from support; do not publish unlisted release URLs. Account API access starts at `/developers/api-ref/authentication`; full endpoint reference is served at each workspace's `/docs`.
 - **Get started** - `/going-deeper`, `/introduction`, `/quickstart`. These pages explain the path from first setup to daily use.
 - **Reference** - `/resources/{faq, legal, pricing}`. Legal links to the terms of service at `https://fluso.ai/terms` and privacy policy at `https://fluso.ai/privacy`; do not duplicate the policies in the docs.
 - **Release notes** - `/release-notes`. Customer-facing changes, newest first.
 - **Remote access** - `/remote/*`. Ways to use Fluso away from the desktop app.
 - **Workflows** - `/workflows/*`. Six concrete stories: bug-to-PR, content launch, knowledge recall, meetings, morning brief, and research-to-deck.
-- **Workspaces** - `/workspaces/*`. Independent daemon setup on macOS and Linux, provider and file access, updates, backups, and recovery. Request download links from support; do not publish unlisted release URLs. Account API access starts at `/developers/api-ref/authentication`; full endpoint reference is served at each workspace's `/docs`.
 
 The home page (`/`) is a router into the journey, with three sections: just landed, already set up, daily user.
 
diff --git a/content/docs/deployment-models.mdx b/content/docs/deployment-models.mdx
index 6596a14..7b81954 100644
--- a/content/docs/deployment-models.mdx
+++ b/content/docs/deployment-models.mdx
@@ -10,7 +10,7 @@ Your deployment model decides who operates Fluso and where its runtime, durable
 | Model | Availability | Operations |
 | --- | --- | --- |
 | Fluso Cloud | Available | Managed by Fluso |
-| Personal daemon | Contact Fluso for a matching Mac or Linux package | You operate one owner's workspace |
+| Fluso Local | Contact Fluso for a matching Mac or Linux package | You operate one owner's workspace |
 | Dedicated AWS VPC | Supported for scoped Enterprise deployments | Responsibilities agreed during deployment design |
 | Azure VNet | Coming soon | Not available today |
 | On-premises | Scoped Enterprise engagement | Responsibilities agreed before implementation |
@@ -21,11 +21,11 @@ Fluso Cloud is the standard managed service. It runs on AWS with European hostin
 
 Choose it when you want to start without operating infrastructure. See [Legal](/resources/legal) for Fluso's privacy policy.
 
-## A workspace on your machine
+## Fluso Local
 
 Install the daemon to run one owner's workspace on an Apple Silicon Mac or a supported Linux host. Conversations and files stay on that host. You manage its provider credentials, service, updates, and backups.
 
-The desktop app connects to this workspace; it does not install or update the daemon. This is separate from an Enterprise deployment of the whole platform. Start with [macOS setup](/workspaces/macos) or [Linux and Raspberry Pi setup](/workspaces/linux).
+The desktop app connects to this workspace. It does not install or update the daemon. This is separate from an Enterprise deployment of the whole platform. Start with [Set up Fluso Local](/workspaces/setup).
 
 ## Dedicated AWS VPC
 
@@ -66,7 +66,7 @@ Traces can include prompt and response text. For a dedicated or on-premises depl
 ## Choose a model
 
 - Start with Fluso Cloud when managed operations and European hosting meet the requirement.
-- Use a [personal daemon](/workspaces) when you want to operate a workspace on your own machine.
+- Use [Fluso Local](/workspaces) when you want to operate a workspace on your own machine.
 - Scope an AWS VPC deployment when you need a dedicated AWS network boundary.
 - Treat Azure VNet as future availability, not a current option.
 - Scope on-premises only after Fluso validates the infrastructure, residency, provider, telemetry, and support requirements.
diff --git a/content/docs/developers/api-ref/authentication.mdx b/content/docs/developers/api-ref/authentication.mdx
index d9eee49..b5ff495 100644
--- a/content/docs/developers/api-ref/authentication.mdx
+++ b/content/docs/developers/api-ref/authentication.mdx
@@ -43,7 +43,7 @@ curl --fail-with-body --silent --show-error \
 
 Replace `PAIRING_CODE` before running. Save the returned `token` and client `id` privately. Codes expire after ten minutes. A device token grants read/write access to the owner's workspace, including tool approvals.
 
-Use `pair --manage-host` only when the client also needs provider settings, host-file access, or permission to invite devices. Remote connections require [HTTPS or an SSH tunnel](/workspaces/linux#4-connect-from-your-mac).
+Use `pair --manage-host` only when the client also needs provider settings, host-file access, or permission to invite devices. Remote connections require [HTTPS or an SSH tunnel](/workspaces/setup#connect-from-another-mac).
 
 ## Try a complete request
 
diff --git a/content/docs/index.mdx b/content/docs/index.mdx
index 15b1ac2..5a95a8a 100644
--- a/content/docs/index.mdx
+++ b/content/docs/index.mdx
@@ -48,8 +48,8 @@ Pick a workflow that matches a problem you have right now. Each one is a story,
 ## When you need it
 
 <CardGroup cols={2}>
-  <Card title="Run Fluso on your machine" icon="monitor" href="/workspaces">
-    Set up a workspace on your Mac or a Linux host, including a supported Raspberry Pi.
+  <Card title="Fluso Local" icon="monitor" href="/workspaces">
+    Set up Fluso on your own machine and use it with your files, Agents, and routines.
   </Card>
   <Card title="Features" icon="sparkles" href="/features/chat">
     The five primitives: chat, apps, skills, tasks, memory.
diff --git a/content/docs/meta.json b/content/docs/meta.json
index a04126c..5319754 100644
--- a/content/docs/meta.json
+++ b/content/docs/meta.json
@@ -12,6 +12,8 @@
     "[server-cog][Overview](/deployment-models)",
     "---Features---",
     "...features",
+    "---Fluso Local---",
+    "...workspaces",
     "---Get started---",
     "going-deeper",
     "introduction",
@@ -25,8 +27,6 @@
     "---Remote access---",
     "...remote",
     "---Workflows---",
-    "...workflows",
-    "---Workspaces---",
-    "...workspaces"
+    "...workflows"
   ]
 }
diff --git a/content/docs/workspaces/index.mdx b/content/docs/workspaces/index.mdx
index e44548b..8aa99bd 100644
--- a/content/docs/workspaces/index.mdx
+++ b/content/docs/workspaces/index.mdx
@@ -1,50 +1,47 @@
 ---
-title: Run Fluso on your machine
+title: Fluso Local
 sidebarTitle: Overview
 icon: monitor
-description: Keep a workspace on your Mac or a Linux machine, and use it from Fluso.
+description: Set up Fluso on your own machine and use it for your daily work.
 ---
 
-You can use Fluso Cloud, or run a workspace on a machine you own. For example, your Mac can work with a folder of reports. A Linux machine can keep a scheduled task running after you close your laptop.
+Fluso Local runs your workspace on a computer you control. Use your Mac for work with local files, or a Linux machine for work that continues after you close your laptop.
 
-The **daemon** is the background program that runs this workspace. You install it separately from the Fluso desktop app.
+You still talk to Fluso in the desktop app. Your conversations, Agents, and workspace files stay on the machine you choose.
 
-## Choose where the work runs
+## Choose where to run it
 
-| Workspace | Where work runs and files stay | What you manage |
+| Where | Useful for | How you connect |
 | --- | --- | --- |
-| Fluso Cloud | Fluso's managed service | Your work and app connections |
-| This Mac | Your Apple Silicon Mac | The daemon, model provider, and backups |
-| Remote workspace | Your Linux machine or another supported host | The daemon, secure connection, model provider, and backups |
+| Your Apple Silicon Mac | Working with documents on your laptop | Choose **This Mac** in Fluso |
+| A supported Linux machine | Keeping work running while your laptop is closed | Connect from Fluso on your Mac |
 
-These workspaces keep separate conversations, Agents, files, and connections. Switching between them does not move or synchronize your work.
+A Linux machine can be at home or on a server you manage. A Raspberry Pi works only with a supported 64-bit system and working hardware virtualization.
 
 <CardGroup cols={2}>
-  <Card title="Set up on macOS" icon="laptop" href="/workspaces/macos">
-    Install the package, choose a model provider, and connect This Mac.
+  <Card title="Set up Fluso Local" icon="download" href="/workspaces/setup">
+    Get the download, choose macOS or Linux, and connect the app.
   </Card>
-  <Card title="Set up on Linux" icon="server" href="/workspaces/linux">
-    Use a Linux host or a Raspberry Pi with a supported operating system and KVM.
+  <Card title="Use Fluso Local" icon="messages-square" href="/workspaces/use">
+    Work with your files, keep an Agent, and schedule useful work.
   </Card>
 </CardGroup>
 
-[Contact us](mailto:support@premai.io?subject=Fluso%20daemon%20download) for the daemon download links. Include your operating system, processor type, and whether you use Fluso or Fluso Dev. We can confirm the matching package and desktop version.
+## What you need
 
-## What stays on your machine
+You install a background program called the **daemon** on the machine that will do the work. It runs separately from the desktop app. You also supply a model provider key and keep that machine awake for work to continue.
 
-The daemon stores workspace files and conversations on its host. It has no access to your personal folders until you share them.
+[Contact us](mailto:support@premai.io?subject=Fluso%20Local%20download) for the daemon download links. Include your operating system, processor type, and whether you use Fluso or Fluso Dev.
 
-Your chosen model provider receives the content needed for inference. Connected services receive their tool requests. Running the daemon locally does not make these calls offline or keep all processing on your machine.
+The [setup guide](/workspaces/setup) checks your machine before installation. You do not need Docker or a source checkout. For use without the desktop app, follow [API access](/developers/api-ref/authentication) after setup.
 
-You supply your own provider credentials. The desktop interface still needs an internet connection and Fluso sign-in. You can configure the daemon and use its API without the desktop app.
+## Where your work stays
 
-## Use it day to day
+Each machine has its own conversations, Agents, files, and connections. They are separate from Fluso Cloud. Switching workspaces does not move or synchronize your work.
 
-Open **Workspaces** from the desktop account menu. Choose **This Mac** or a saved remote connection. Settings on this page apply to the selected machine.
+Fluso can use files you upload or folders you explicitly share. It has no access to your other personal folders by default.
 
-Closing the app or switching workspaces leaves accepted work running. Opening the app again starts on **Fluso Cloud**. Select your saved connection to return.
-
-The host must remain awake and connected for work to continue. After downtime, missed recurring runs are combined into one catch-up run.
+Your chosen model provider receives the content needed to answer. Connected services receive their tool requests. Local storage does not make all processing local. The desktop interface still needs internet access and Fluso sign-in.
 
 <Accordion title="What differs from Cloud?">
   Conversations, Agents, files, routines, and custom MCP connections use the selected workspace. Cloud billing, managed app connections, ingestion services, legacy Tasks, and public sharing are not available through the daemon.
@@ -52,4 +49,4 @@ The host must remain awake and connected for work to continue. After downtime, m
   Each paired client has access to the same owner's workspace. Pairing does not create separate user accounts or private areas for different people.
 </Accordion>
 
-Next, learn how to [share folders, update, and back up your workspace](/workspaces/manage). For scripts and integrations, start with [API access](/developers/api-ref/authentication).
+Start with [Set up Fluso Local](/workspaces/setup). Return to [settings and maintenance](/workspaces/manage) for provider changes, updates, and backups.
diff --git a/content/docs/workspaces/linux.mdx b/content/docs/workspaces/linux.mdx
deleted file mode 100644
index 65f9bfb..0000000
--- a/content/docs/workspaces/linux.mdx
+++ /dev/null
@@ -1,122 +0,0 @@
----
-title: Set up on Linux or Raspberry Pi
-sidebarTitle: Linux and Raspberry Pi
-icon: server
-description: Install the daemon on a Linux host and connect from your Mac through SSH.
----
-
-A Linux host can keep your workspace running when your laptop is closed. You can connect from the Mac app or use the API directly. You do not need to install a daemon on the Mac.
-
-## 1. Check the host
-
-Use a 64-bit glibc Linux system with systemd: Ubuntu 24.04, Debian 13, or newer. The packages support x64 and ARM64. Allow at least 8 GiB of host memory and 8 GiB of free disk space, plus files and backups.
-
-The host needs **KVM**, Linux's hardware virtualization facility. A virtual machine also needs nested virtualization from its host provider.
-
-Run these commands on the Linux machine:
-
-```bash
-uname -m
-cat /etc/os-release
-test -r /dev/kvm && test -w /dev/kvm && echo 'KVM access is ready'
-```
-
-If the last command does not print `KVM access is ready`, stop here. Ask your administrator to enable KVM and grant your user read/write access. After a group-permission change, sign out and sign in again.
-
-<Note>
-  A Raspberry Pi needs a 64-bit operating system and kernel with usable KVM. An ARM64 processor alone is not enough. Send the checks above to support if you are unsure about your Pi.
-</Note>
-
-On Ubuntu or Debian, install the native library and download tools:
-
-```bash
-sudo apt-get update
-sudo apt-get install libcap-ng0 curl ca-certificates
-```
-
-## 2. Get and check the package
-
-[Email support@premai.io](mailto:support@premai.io?subject=Fluso%20daemon%20for%20Linux) for the download links and release version. Include the OS, architecture, KVM check, and whether your desktop app is Fluso or Fluso Dev.
-
-| `uname -m` result | Package | Checksum |
-| --- | --- | --- |
-| `aarch64` | `daemon-linux-arm64.tar.gz` | `daemon-linux-arm64.sha256` |
-| `x86_64` | `daemon-linux-x64.tar.gz` | `daemon-linux-x64.sha256` |
-
-Use only links supplied by Fluso. No GitHub login, Docker, or compiler is needed.
-
-The commands below use **ARM64**, including a suitable Pi. On x64, replace `arm64` with `x64`. Replace the two URL placeholders with your links:
-
-```bash
-mkdir -p "$HOME/Downloads/fluso-daemon" &&
-cd "$HOME/Downloads/fluso-daemon" &&
-curl --fail --location 'ARCHIVE_URL' -o daemon-linux-arm64.tar.gz &&
-curl --fail --location 'CHECKSUM_URL' -o daemon-linux-arm64.sha256 &&
-sha256sum -c daemon-linux-arm64.sha256
-```
-
-Continue only if the check prints `OK`. Replace `RELEASE_VERSION` with the supplied version, then extract into a new, permanent folder:
-
-```bash
-mkdir -p "$HOME/fluso/releases" &&
-mkdir "$HOME/fluso/releases/RELEASE_VERSION" &&
-tar -xzf daemon-linux-arm64.tar.gz -C "$HOME/fluso/releases/RELEASE_VERSION" &&
-cd "$HOME/fluso/releases/RELEASE_VERSION"
-```
-
-Keep all extracted files together. Do not overwrite an installed package. Use [update](/workspaces/manage#update-the-daemon) for later releases.
-
-## 3. Start and configure
-
-Run these commands one at a time as the workspace owner, without `sudo`. If a command fails, stop and check its error:
-
-```bash
-./fluso-daemon setup --root "$HOME/fluso/state" --manage-host
-./fluso-daemon configure --root "$HOME/fluso/state" --apply
-./fluso-daemon status
-```
-
-Follow the prompts for your own model provider and key. Setup keeps data and keys under `~/fluso/state`, outside the package. It remembers this installation for later commands.
-
-Wait for the workspace to become ready. Setup also arranges for the user service to run after logout and at boot. If administrator approval is needed, it prints a `sudo loginctl enable-linger` command. Have your administrator run that exact command.
-
-## 4. Connect from your Mac
-
-On the Linux host, create a fresh pairing code from the package folder:
-
-```bash
-./fluso-daemon pair --manage-host
-```
-
-Keep the code private. Each code works once and expires after ten minutes. This code gives the client workspace access and permission to change host settings.
-
-On your Mac, open Terminal. Replace `USER` and `HOST` with your Linux login and address:
-
-```bash
-ssh -N -o ExitOnForwardFailure=yes -L 127.0.0.1:4111:127.0.0.1:4111 USER@HOST
-```
-
-Leave this terminal open. Use the same local and remote port shown by setup. The daemon checks the port in incoming requests.
-
-1. Open **Workspaces** in the current Fluso desktop app.
-2. Under **Connect a remote workspace**, enter a name, such as `Home Pi`.
-3. Enter `http://127.0.0.1:4111` as the **Workspace URL**, then paste the pairing code.
-4. Select **Connect**. Send a short message to check the workspace.
-
-Closing the tunnel disconnects the client. It does not stop work on the host. Reopen the tunnel to reconnect. Pairing remains valid unless revoked or unused for 30 days.
-
-<Accordion title="Port 4111 is already in use on my Mac">
-  A Mac daemon or another tunnel may already use that port. For a new Linux installation, choose two free ports during setup, for example `--port 4211 --control-port 4212`.
-
-  Forward `127.0.0.1:4211` to `127.0.0.1:4211` and use port `4211` in the workspace URL. For an existing host, stop its service before repeating setup with changed ports. Keep its original `--root`.
-</Accordion>
-
-<Accordion title="Use a permanent HTTPS address instead">
-  For a host with DNS and a trusted TLS certificate, add `--public-origin https://workspace.example.com` during setup. Put an HTTPS reverse proxy in front of port `4111`.
-
-  The proxy must preserve the requested Host, support streamed responses, and block `/control/*`. Keep both daemon ports on loopback. Port `4112` is private runtime control. Configure OAuth callbacks for the final HTTPS origin.
-
-  Use the HTTPS URL and a fresh pairing code in Fluso. Ordinary remote HTTP is not accepted. Ask support for help if you do not manage this infrastructure.
-</Accordion>
-
-Next: [configure files and backups](/workspaces/manage), or [use the API without a desktop client](/developers/api-ref/authentication).
diff --git a/content/docs/workspaces/macos.mdx b/content/docs/workspaces/macos.mdx
deleted file mode 100644
index 51ec745..0000000
--- a/content/docs/workspaces/macos.mdx
+++ /dev/null
@@ -1,96 +0,0 @@
----
-title: Set up on macOS
-sidebarTitle: macOS
-icon: laptop
-description: Install the daemon on an Apple Silicon Mac and connect it to Fluso.
----
-
-This guide sets up a workspace on your Mac. You need an Apple Silicon Mac, internet access, and your own model provider key. Allow at least 8 GiB of host memory and 8 GiB of free disk space, plus room for your files and backups.
-
-The daemon runs separately from the desktop app. You do not need Docker, Bun, or a source checkout.
-
-## 1. Get the download links
-
-[Email support@premai.io](mailto:support@premai.io?subject=Fluso%20daemon%20for%20macOS) and ask for the macOS daemon package. Include your macOS version, chip, and whether you use Fluso or Fluso Dev. **Apple menu → About This Mac** shows your version and chip.
-
-Ask for the release version and these two links:
-
-- `daemon-darwin-arm64.tar.gz`: the package.
-- `daemon-darwin-arm64.sha256`: its checksum.
-
-Use links supplied by Fluso. You do not need a GitHub account. Intel Macs are not supported by this package.
-
-## 2. Download and check the package
-
-Open Terminal. Replace `ARCHIVE_URL` and `CHECKSUM_URL` with the links you received, keeping the quotes:
-
-```bash
-mkdir -p "$HOME/Downloads/fluso-daemon" &&
-cd "$HOME/Downloads/fluso-daemon" &&
-curl --fail --location 'ARCHIVE_URL' -o daemon-darwin-arm64.tar.gz &&
-curl --fail --location 'CHECKSUM_URL' -o daemon-darwin-arm64.sha256 &&
-shasum -a 256 -c daemon-darwin-arm64.sha256
-```
-
-Continue only if the check prints `daemon-darwin-arm64.tar.gz: OK`. If it fails, download both files again from the matching release links.
-
-Replace `RELEASE_VERSION` below with the version supplied by support. Use a new folder for this release:
-
-```bash
-mkdir -p "$HOME/fluso/releases" &&
-mkdir "$HOME/fluso/releases/RELEASE_VERSION" &&
-tar -xzf daemon-darwin-arm64.tar.gz -C "$HOME/fluso/releases/RELEASE_VERSION" &&
-cd "$HOME/fluso/releases/RELEASE_VERSION"
-```
-
-Keep this folder in place. The executable needs the other packaged files beside it. For an existing installation, use [update](/workspaces/manage#update-the-daemon) instead of replacing files in its folder.
-
-## 3. Start your workspace
-
-Run these commands one at a time as your normal Mac user, without `sudo`. If a command fails, stop and check its error:
-
-```bash
-./fluso-daemon setup --manage-host
-./fluso-daemon configure --apply
-./fluso-daemon status
-```
-
-Setup checks the signed package and installs a background service. Follow the configuration prompts to choose a provider, model, and API key. Key entry stays hidden. Prem confidential inference needs only your Prem API key.
-
-Respond to macOS Keychain or folder-access prompts. Wait for `status` to report that the workspace is ready before sending work.
-
-`--manage-host` lets the connected app change the provider, resource limits, and shared folders. The [workspace settings guide](/workspaces/manage) explains these controls.
-
-## 4. Connect Fluso
-
-1. Open the matching, current [Fluso desktop app](https://fluso.ai/) and sign in.
-2. Open **Workspaces** from the account menu. The menu-bar **View → Workspace settings** opens the same page.
-3. Open the workspace selector and choose **This Mac**. Complete any native confirmation.
-4. Send a small first message, such as: *"Help me plan a weekly review of my project notes."*
-
-Your existing Cloud conversations stay in Cloud. This workspace starts with its own data.
-
-The service starts when you log in. Closing Fluso leaves it running. Putting the Mac to sleep pauses its work.
-
-## If setup stops
-
-From the package folder, run:
-
-```bash
-./fluso-daemon doctor
-./fluso-daemon info
-```
-
-`doctor` explains installation problems. `info` shows the workspace paths and API address.
-
-<Accordion title="The workspace is missing or not ready">
-  Check `./fluso-daemon status`. Start a stopped service with `./fluso-daemon start`. If configuration is missing, rerun `./fluso-daemon configure --apply`.
-
-  In **Workspaces**, refresh the workspace list. A release mismatch requires a compatible desktop app and daemon. Changing the workspace's data directory does not fix it.
-
-  If macOS cannot verify the developer, use **System Settings → Privacy & Security → Open Anyway** only for the package supplied by Fluso. Follow [Apple's instructions](https://support.apple.com/en-us/102445) after checking the download. For a damaged-file or malware warning, contact support with the exact message.
-
-  Keep the original data and keys when diagnosing an existing installation.
-</Accordion>
-
-Next: [give the workspace access to a folder](/workspaces/manage#share-a-folder).
diff --git a/content/docs/workspaces/meta.json b/content/docs/workspaces/meta.json
index 5610ee8..fc64b41 100644
--- a/content/docs/workspaces/meta.json
+++ b/content/docs/workspaces/meta.json
@@ -2,10 +2,10 @@
   "pages": [
     "!index",
     "[monitor][Overview](/workspaces)",
-    "!macos",
-    "[laptop][macOS setup](/workspaces/macos)",
-    "!linux",
-    "[server][Linux and Raspberry Pi](/workspaces/linux)",
+    "!setup",
+    "[download][Setup](/workspaces/setup)",
+    "!use",
+    "[messages-square][Everyday use](/workspaces/use)",
     "!manage",
     "[settings-2][Settings and maintenance](/workspaces/manage)"
   ]
diff --git a/content/docs/workspaces/setup.mdx b/content/docs/workspaces/setup.mdx
new file mode 100644
index 0000000..ddb9280
--- /dev/null
+++ b/content/docs/workspaces/setup.mdx
@@ -0,0 +1,206 @@
+---
+title: Set up Fluso Local
+sidebarTitle: Setup
+icon: download
+description: Install on macOS or Linux, choose a model provider, and connect Fluso.
+---
+
+import { Tab, Tabs } from 'fumadocs-ui/components/tabs';
+
+Install the daemon on the machine that will run your work. You can use the same Mac as the desktop app, or connect to a separate Linux machine.
+
+You need internet access and your own model provider key. Allow at least 8 GiB of memory and 8 GiB of free disk space, plus room for files and backups.
+
+## 1. Get the download
+
+[Email support@premai.io](mailto:support@premai.io?subject=Fluso%20Local%20download) for the daemon package. Include your operating system, processor type, and whether you use Fluso or Fluso Dev.
+
+On a Mac, find these details in **Apple menu → About This Mac**. On Linux, run `uname -m` and `cat /etc/os-release`.
+
+Ask for the release version, archive URL, and matching checksum URL:
+
+| Machine | Archive | Checksum |
+| --- | --- | --- |
+| Apple Silicon Mac | `daemon-darwin-arm64.tar.gz` | `daemon-darwin-arm64.sha256` |
+| Linux ARM64 (`aarch64`) | `daemon-linux-arm64.tar.gz` | `daemon-linux-arm64.sha256` |
+| Linux x64 (`x86_64`) | `daemon-linux-x64.tar.gz` | `daemon-linux-x64.sha256` |
+
+Use links supplied by Fluso. You do not need a GitHub account, Docker, Bun, or a source checkout.
+
+## 2. Install on your machine
+
+Choose the operating system of the machine that will run Fluso:
+
+<Tabs items={['macOS', 'Linux']}>
+<Tab value="macOS">
+
+You need an **Apple Silicon Mac**. This package does not support Intel Macs.
+
+**Download and check.** Open Terminal. Replace `ARCHIVE_URL` and `CHECKSUM_URL` with your links, keeping the quotes:
+
+```bash
+mkdir -p "$HOME/Downloads/fluso-daemon" &&
+cd "$HOME/Downloads/fluso-daemon" &&
+curl --fail --location 'ARCHIVE_URL' -o daemon-darwin-arm64.tar.gz &&
+curl --fail --location 'CHECKSUM_URL' -o daemon-darwin-arm64.sha256 &&
+shasum -a 256 -c daemon-darwin-arm64.sha256
+```
+
+Continue only if the check prints `daemon-darwin-arm64.tar.gz: OK`. If it fails, download both files again from the matching release links.
+
+**Extract the package.** Replace `RELEASE_VERSION` with the version supplied by support. Use a new folder:
+
+```bash
+mkdir -p "$HOME/fluso/releases" &&
+mkdir "$HOME/fluso/releases/RELEASE_VERSION" &&
+tar -xzf daemon-darwin-arm64.tar.gz -C "$HOME/fluso/releases/RELEASE_VERSION" &&
+cd "$HOME/fluso/releases/RELEASE_VERSION"
+```
+
+Keep the whole folder in place. The executable needs the other files beside it. For later releases, use [update](/workspaces/manage#update-the-daemon).
+
+**Start and configure.** Run these commands one at a time as your normal Mac user, without `sudo`. If a command fails, stop and check its error:
+
+```bash
+./fluso-daemon setup --manage-host
+./fluso-daemon configure --apply
+./fluso-daemon status
+```
+
+Setup checks the signed package and installs a background service. Follow the prompts to choose your model provider, model, and API key. Key entry stays hidden. Prem confidential inference needs only your Prem API key.
+
+Respond to macOS Keychain or folder-access prompts. Wait for `status` to report that the workspace is ready.
+
+The service starts when you log in. Closing Fluso leaves it running. Putting the Mac to sleep pauses its work.
+
+</Tab>
+<Tab value="Linux">
+
+Use **64-bit glibc Linux with systemd**: Ubuntu 24.04, Debian 13, or newer. The packages support ARM64 and x64.
+
+The host needs **KVM**, Linux's hardware virtualization facility. A virtual machine also needs nested virtualization from its host provider.
+
+**Check access to KVM.** Run this on the Linux machine:
+
+```bash
+test -r /dev/kvm && test -w /dev/kvm && echo 'KVM access is ready'
+```
+
+If it does not print `KVM access is ready`, stop here. Ask your administrator to enable KVM and grant your user read/write access. After a group-permission change, sign out and sign in again.
+
+<Note>
+  A Raspberry Pi needs a supported 64-bit operating system and kernel with usable KVM. An ARM64 processor alone is not enough. Send your system details and KVM check to support if you are unsure.
+</Note>
+
+On Ubuntu or Debian, install the native library and download tools:
+
+```bash
+sudo apt-get update
+sudo apt-get install libcap-ng0 curl ca-certificates
+```
+
+**Download and check.** These commands use ARM64. On x64, replace every `arm64` with `x64`. Replace the two URL placeholders with your links:
+
+```bash
+mkdir -p "$HOME/Downloads/fluso-daemon" &&
+cd "$HOME/Downloads/fluso-daemon" &&
+curl --fail --location 'ARCHIVE_URL' -o daemon-linux-arm64.tar.gz &&
+curl --fail --location 'CHECKSUM_URL' -o daemon-linux-arm64.sha256 &&
+sha256sum -c daemon-linux-arm64.sha256
+```
+
+Continue only if the check prints `OK`. If it fails, download both files again from the matching release links.
+
+**Extract the package.** Replace `RELEASE_VERSION` with the supplied version. Use a new folder:
+
+```bash
+mkdir -p "$HOME/fluso/releases" &&
+mkdir "$HOME/fluso/releases/RELEASE_VERSION" &&
+tar -xzf daemon-linux-arm64.tar.gz -C "$HOME/fluso/releases/RELEASE_VERSION" &&
+cd "$HOME/fluso/releases/RELEASE_VERSION"
+```
+
+Keep all extracted files together. Do not overwrite an installed package. Use [update](/workspaces/manage#update-the-daemon) for later releases.
+
+**Start and configure.** Run these commands one at a time as the workspace owner, without `sudo`. If a command fails, stop and check its error:
+
+```bash
+./fluso-daemon setup --root "$HOME/fluso/state" --manage-host
+./fluso-daemon configure --root "$HOME/fluso/state" --apply
+./fluso-daemon status
+```
+
+Follow the prompts for your own model provider and key. Setup keeps data and keys under `~/fluso/state`, outside the package. It remembers this installation for later commands.
+
+Wait for the workspace to become ready. Setup also arranges for the user service to run after logout and at boot. If administrator approval is needed, it prints a `sudo loginctl enable-linger` command. Have your administrator run that exact command.
+
+</Tab>
+</Tabs>
+
+`--manage-host` lets the connected app change the provider, resource limits, and shared folders. You can review these in [workspace settings](/workspaces/manage).
+
+## 3. Connect Fluso
+
+Open the matching, current [Fluso desktop app](https://fluso.ai/) on your Mac and sign in.
+
+### On the same Mac
+
+1. Open **Workspaces** from the account menu. **View → Workspace settings** opens the same page.
+2. Open the workspace selector and choose **This Mac**. Complete any native confirmation.
+
+### Connect from another Mac
+
+The machine running Fluso must be reachable through SSH or HTTPS. For a Linux host, the SSH connection below is a way to start. You do not need a daemon on the Mac that connects to it.
+
+On the host, create a pairing code from the package folder:
+
+```bash
+./fluso-daemon pair --manage-host
+```
+
+Keep the code private. Each code works once and expires after ten minutes. It gives the client workspace access and permission to change host settings.
+
+On your Mac, open Terminal. Replace `USER` and `HOST` with your host login and address:
+
+```bash
+ssh -N -o ExitOnForwardFailure=yes -L 127.0.0.1:4111:127.0.0.1:4111 USER@HOST
+```
+
+Leave this terminal open. Use the same local and remote port shown by setup. The daemon checks the port in incoming requests.
+
+1. Open **Workspaces** in the current Fluso desktop app.
+2. Under **Connect a remote workspace**, enter a name, such as `Home server`.
+3. Enter `http://127.0.0.1:4111` as the **Workspace URL**, then paste the pairing code.
+4. Select **Connect**.
+
+Closing the tunnel disconnects the client. It does not stop work on the host. Reopen the tunnel to reconnect. Pairing remains valid unless revoked or unused for 30 days.
+
+<Accordion title="Port 4111 is already in use on my Mac">
+  A Mac daemon or another tunnel may already use that port. For a new host installation, choose two free ports during setup, for example `--port 4211 --control-port 4212`.
+
+  Forward `127.0.0.1:4211` to `127.0.0.1:4211` and use port `4211` in the workspace URL. For an existing host, stop its service before repeating setup with changed ports. Keep its original `--root`.
+</Accordion>
+
+<Accordion title="Use a permanent HTTPS address instead">
+  For a host with DNS and a trusted TLS certificate, add `--public-origin https://workspace.example.com` during setup. Put an HTTPS reverse proxy in front of port `4111`.
+
+  The proxy must preserve the requested Host, support streamed responses, and block `/control/*`. Keep both daemon ports on loopback. Port `4112` is private runtime control. Configure OAuth callbacks for the final HTTPS origin.
+
+  Use the HTTPS URL and a fresh pairing code in Fluso. Ordinary remote HTTP is not accepted. Ask support for help if you do not manage this infrastructure.
+</Accordion>
+
+## 4. Try your first task
+
+Open a chat in the selected workspace. Attach a short document and ask Fluso to summarize its main points.
+
+Your Cloud conversations stay in Cloud. This workspace has its own data. Continue with [Use Fluso Local](/workspaces/use) for files, Agents, and routines.
+
+<Accordion title="The workspace is missing or not ready">
+  From the package folder, run `./fluso-daemon status` and `./fluso-daemon doctor`. Use `./fluso-daemon info` to see its paths and API address.
+
+  Start a stopped service with `./fluso-daemon start`. If configuration is missing, rerun `./fluso-daemon configure --apply`.
+
+  In **Workspaces**, refresh the workspace list. A release mismatch requires a compatible desktop app and daemon. Changing the data directory does not fix it. Keep the original data and keys when diagnosing an existing installation.
+
+  If macOS cannot verify the developer, use **System Settings → Privacy & Security → Open Anyway** only for the package supplied by Fluso. Follow [Apple's instructions](https://support.apple.com/en-us/102445) after checking the download. For a damaged-file or malware warning, contact support with the exact message.
+</Accordion>
diff --git a/content/docs/workspaces/use.mdx b/content/docs/workspaces/use.mdx
new file mode 100644
index 0000000..730148e
--- /dev/null
+++ b/content/docs/workspaces/use.mdx
@@ -0,0 +1,58 @@
+---
+title: Use Fluso Local
+sidebarTitle: Everyday use
+icon: messages-square
+description: Work with your files, return to an Agent, and keep useful work running.
+---
+
+After [setup](/workspaces/setup), you use Fluso through the same desktop app. Start with a small task and check the result before giving it more work.
+
+## Open your workspace
+
+Open **Workspaces** from the account menu. Choose **This Mac** or the remote connection you saved.
+
+Each workspace has its own conversations, Agents, files, and connections. If your Cloud chats are missing, switch to **Fluso Cloud** to see them.
+
+When you reopen the app, it starts on Cloud. Select your saved local or remote workspace again.
+
+## Start with a document
+
+Open a chat and attach a document with the **+** button, or drag it into the conversation. Try a set of meeting notes:
+
+> *"Turn these notes into a short plan for next week. Separate agreed actions from open questions. Include an owner or date only where the notes give one."*
+
+Read the answer against your notes. Continue in the same chat to correct a detail or add another document.
+
+An attachment copies the file into the selected workspace. It does not give Fluso access to the rest of your computer.
+
+## Work with a folder
+
+For files you use repeatedly, [share a folder](/workspaces/manage#share-a-folder) in workspace settings. Keep reference files read-only. Grant write access only where you want Fluso to edit files.
+
+Tell Fluso the folder path shown by the settings and what you want:
+
+> *"Review the meeting notes in this folder. Give me a short list of decisions that are still open, with the source file for each. Leave the files unchanged."*
+
+For a remote workspace, shared folders belong to the remote machine. Attach a file from your Mac when you want to copy it there.
+
+## Keep an Agent for repeat work
+
+Create an [Agent](/developers/agent-builder) in this workspace to keep instructions for a job you return to. For example, keep an assistant for reviewing your project notes.
+
+Once its results are useful, ask in the Agent's working conversation:
+
+> *"Every Friday at 4 PM in Europe/Zurich, review this project's notes. Summarize progress, open decisions, and next week's priorities here."*
+
+Use your own time and timezone. Check the saved [routine](/developers/schedules) in **Routines**. Read its results in the conversation or **Inbox**.
+
+The machine running Fluso must stay awake and connected. Closing the desktop app leaves accepted work running. After downtime, missed recurring runs are combined into one catch-up run.
+
+## Return from another location
+
+For a remote machine, reopen your [SSH tunnel](/workspaces/setup#connect-from-another-mac) or use its configured HTTPS address. Your Mac must be able to reach that machine. Pairing alone does not make a home computer reachable over the internet.
+
+Select the saved connection to return to its work. Closing the tunnel disconnects your app, but leaves work running on the remote machine.
+
+To use an external service, [connect its custom MCP server](/workspaces/manage#connect-an-app) in this workspace. Cloud app connections do not carry over.
+
+For provider changes, storage, updates, and backups, open [settings and maintenance](/workspaces/manage).
diff --git a/public/_redirects b/public/_redirects
index b4c54d6..538f7ab 100644
--- a/public/_redirects
+++ b/public/_redirects
@@ -40,3 +40,9 @@
 /developers/architecture /developers/api-ref/architecture 301
 /developers/architecture/ /developers/api-ref/architecture 301
 /llms.mdx/docs/developers/architecture/content.md /llms.mdx/docs/developers/api-ref/architecture/content.md 301
+/workspaces/macos /workspaces/setup 301
+/workspaces/macos/ /workspaces/setup 301
+/workspaces/linux /workspaces/setup 301
+/workspaces/linux/ /workspaces/setup 301
+/llms.mdx/docs/workspaces/macos/content.md /llms.mdx/docs/workspaces/setup/content.md 301
+/llms.mdx/docs/workspaces/linux/content.md /llms.mdx/docs/workspaces/setup/content.md 301

From b73bd8389a4900da9a16fdb37cf78d0b3b51632b Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Sun, 11 Oct 2026 21:02:13 +0200
Subject: [PATCH 15/18] docs: separate Cloud and daemon API guides

---
 .cspell.json                                  |   6 +-
 AGENTS.md                                     |   5 +-
 app/global.css                                |   5 +
 content/docs/admin-panel.mdx                  |   2 +-
 .../api-ref => api}/architecture.mdx          |   4 +-
 content/docs/api/cloud/apps.mdx               |  44 ++++++
 content/docs/api/cloud/client-sign-in.mdx     |  49 +++++++
 content/docs/api/cloud/meta.json              |  11 ++
 content/docs/api/cloud/sharing.mdx            | 101 ++++++++++++++
 content/docs/api/cloud/tokens.mdx             |  68 +++++++++
 content/docs/api/daemon/meta.json             |   9 ++
 content/docs/api/daemon/pairing.mdx           |  71 ++++++++++
 content/docs/api/daemon/settings.mdx          |  75 ++++++++++
 content/docs/api/first-request.mdx            |  80 +++++++++++
 content/docs/api/index.mdx                    |  57 ++++++++
 content/docs/api/meta.json                    |  11 ++
 content/docs/api/workflows/agents.mdx         |  93 ++++++++++++
 content/docs/api/workflows/connections.mdx    |  88 ++++++++++++
 content/docs/api/workflows/conversations.mdx  |  86 ++++++++++++
 content/docs/api/workflows/files.mdx          | 132 ++++++++++++++++++
 content/docs/api/workflows/meta.json          |  16 +++
 content/docs/api/workflows/runs.mdx           |  91 ++++++++++++
 .../api-ref => api/workflows}/schedules.mdx   |   6 +-
 content/docs/api/workflows/streaming.mdx      |  49 +++++++
 .../api-ref => api/workflows}/usage.mdx       |   4 +-
 content/docs/api/workflows/workspace.mdx      |  64 +++++++++
 content/docs/deployment-models.mdx            |   2 +-
 .../api-ref/agents-and-versions.mdx           |  54 -------
 .../developers/api-ref/authentication.mdx     |  85 -----------
 .../developers/api-ref/files-and-projects.mdx |  59 --------
 content/docs/developers/api-ref/meta.json     |  16 ---
 content/docs/developers/api-ref/runs.mdx      |  46 ------
 content/docs/developers/api-ref/sharing.mdx   |  54 -------
 .../api-ref/threads-and-messages.mdx          |  56 --------
 content/docs/developers/meta.json             |   3 +-
 content/docs/features/open-architecture.mdx   |   4 +-
 content/docs/features/projects.mdx            |   4 +-
 content/docs/index.mdx                        |   4 +-
 content/docs/meta.json                        |   2 +
 content/docs/workspaces/index.mdx             |   2 +-
 public/_redirects                             |  33 ++++-
 public/images/api/developer-token-form.png    | Bin 0 -> 71289 bytes
 42 files changed, 1258 insertions(+), 393 deletions(-)
 rename content/docs/{developers/api-ref => api}/architecture.mdx (90%)
 create mode 100644 content/docs/api/cloud/apps.mdx
 create mode 100644 content/docs/api/cloud/client-sign-in.mdx
 create mode 100644 content/docs/api/cloud/meta.json
 create mode 100644 content/docs/api/cloud/sharing.mdx
 create mode 100644 content/docs/api/cloud/tokens.mdx
 create mode 100644 content/docs/api/daemon/meta.json
 create mode 100644 content/docs/api/daemon/pairing.mdx
 create mode 100644 content/docs/api/daemon/settings.mdx
 create mode 100644 content/docs/api/first-request.mdx
 create mode 100644 content/docs/api/index.mdx
 create mode 100644 content/docs/api/meta.json
 create mode 100644 content/docs/api/workflows/agents.mdx
 create mode 100644 content/docs/api/workflows/connections.mdx
 create mode 100644 content/docs/api/workflows/conversations.mdx
 create mode 100644 content/docs/api/workflows/files.mdx
 create mode 100644 content/docs/api/workflows/meta.json
 create mode 100644 content/docs/api/workflows/runs.mdx
 rename content/docs/{developers/api-ref => api/workflows}/schedules.mdx (71%)
 create mode 100644 content/docs/api/workflows/streaming.mdx
 rename content/docs/{developers/api-ref => api/workflows}/usage.mdx (72%)
 create mode 100644 content/docs/api/workflows/workspace.mdx
 delete mode 100644 content/docs/developers/api-ref/agents-and-versions.mdx
 delete mode 100644 content/docs/developers/api-ref/authentication.mdx
 delete mode 100644 content/docs/developers/api-ref/files-and-projects.mdx
 delete mode 100644 content/docs/developers/api-ref/meta.json
 delete mode 100644 content/docs/developers/api-ref/runs.mdx
 delete mode 100644 content/docs/developers/api-ref/sharing.mdx
 delete mode 100644 content/docs/developers/api-ref/threads-and-messages.mdx
 create mode 100644 public/images/api/developer-token-form.png

diff --git a/.cspell.json b/.cspell.json
index 9e4d0fe..066fcfb 100644
--- a/.cspell.json
+++ b/.cspell.json
@@ -84,6 +84,10 @@
     "timecode",
     "uvx",
     "uuidgen",
-    "webhook"
+    "webhook",
+    "healthz",
+    "OpenRouter",
+    "versionable",
+    "xhigh"
   ]
 }
diff --git a/AGENTS.md b/AGENTS.md
index 5d9ad53..1b2d00a 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -13,11 +13,12 @@
 The navigation keeps Home first and sorts the top-level sections alphabetically. Agents follows the user journey. Other sections keep their existing order:
 
 - **Administration** - `/admin-panel`. Browser-admin access, dashboards, governance records, runtime controls, and network policy.
-- **Agents (Beta)** - `/developers/*`. Start with a familiar task, then improvement and scheduling. Keep Examples, More about Agents (`/developers/guides/*`), and For developers (`/developers/api-ref/*`) collapsed by default. Introduce features when they help the reader's current task. Keep prompts natural and explain terms before using them.
+- **Agents (Beta)** - `/developers/*`. Start with a familiar task, then improvement and scheduling. Keep Examples and More about Agents (`/developers/guides/*`) collapsed by default. Introduce features when they help the reader's current task. Keep prompts natural and explain terms before using them.
 - **App setup** - `/integrations/{github, gmail, google-calendar, slack}`. Per-app permissions and prompts, not feature pages. All of them connect through the Apps tab of the Add MCP dialog.
 - **Deployment models** - `/deployment-models`. Current availability and operating boundaries for Fluso Cloud, dedicated AWS VPC, planned Azure VNet, and scoped on-premises deployments.
 - **Features** - `/features/*`. Approvals and permissions, Apps and MCP servers, Chat, Confidential mode, Imports, Memory, Projects, Skills, and Tasks.
-- **Fluso Local** - `/workspaces/*`. Setup and everyday use on your own machine, followed by settings and maintenance. Keep macOS and Linux as choices inside one setup guide. Request daemon download links from support; do not publish unlisted release URLs. Account API access starts at `/developers/api-ref/authentication`; full endpoint reference is served at each workspace's `/docs`.
+- **Fluso API** - `/api/*`. Start with access and a first request. Keep Cloud and daemon credentials and administration separate. Document shared workflows once. Each deployment's `/docs` and `/v1/openapi.json` own exact request and response schemas. Keep endpoint tables collapsed after the workflow. Preserve old API URLs with redirects.
+- **Fluso Local** - `/workspaces/*`. Setup and everyday use on your own machine, followed by settings and maintenance. Keep macOS and Linux as choices inside one setup guide. Request daemon download links from support; do not publish unlisted release URLs. API access is documented under Fluso API.
 - **Get started** - `/going-deeper`, `/introduction`, `/quickstart`. These pages explain the path from first setup to daily use.
 - **Reference** - `/resources/{faq, legal, pricing}`. Legal links to the terms of service at `https://fluso.ai/terms` and privacy policy at `https://fluso.ai/privacy`; do not duplicate the policies in the docs.
 - **Release notes** - `/release-notes`. Customer-facing changes, newest first.
diff --git a/app/global.css b/app/global.css
index 25d980c..ea1d67c 100644
--- a/app/global.css
+++ b/app/global.css
@@ -7,6 +7,11 @@
   quotes: none;
 }
 
+/* Keep reference descriptions readable beside long endpoint paths on phones. */
+#nd-page details td:last-child {
+  min-width: 14rem;
+}
+
 /* Fluso brand (ported from Mintlify docs.json colors) */
 :root {
   --color-fd-primary: #5b21b6;
diff --git a/content/docs/admin-panel.mdx b/content/docs/admin-panel.mdx
index 3403be5..439ff2b 100644
--- a/content/docs/admin-panel.mdx
+++ b/content/docs/admin-panel.mdx
@@ -45,7 +45,7 @@ The **Admin** organization role does not grant access to Fluso Admin. Panel acce
 
 Each governance event records the actor, action, target, detail, and time. Current action types cover Microsoft Entra metadata, tenant configuration, teams, roles, access requests, and Agent access records.
 
-This is not an Agent activity trace or a complete record of Admin mutations. It does not show tool calls, logins, prompts, document edits, messages, files, knowledge graphs, runtime controls, Sponsored Confidential changes, or network-policy changes. Inspect the Agent's conversation and [Inbox](/developers/guides/inbox) for work and failures, or use the [Runs API](/developers/api-ref/runs) for recorded request state.
+This is not an Agent activity trace or a complete record of Admin mutations. It does not show tool calls, logins, prompts, document edits, messages, files, knowledge graphs, runtime controls, Sponsored Confidential changes, or network-policy changes. Inspect the Agent's conversation and [Inbox](/developers/guides/inbox) for work and failures, or use the [Runs API](/api/workflows/runs) for recorded request state.
 
 ## Runtime and user controls
 
diff --git a/content/docs/developers/api-ref/architecture.mdx b/content/docs/api/architecture.mdx
similarity index 90%
rename from content/docs/developers/api-ref/architecture.mdx
rename to content/docs/api/architecture.mdx
index 61f2712..3d7ffa6 100644
--- a/content/docs/developers/api-ref/architecture.mdx
+++ b/content/docs/api/architecture.mdx
@@ -46,8 +46,8 @@ Delegated sessions return requested results to their parent. The main conversati
 
 A dropped stream does not prove a run failed. The client reconciles with saved history and status. Runtime recovery can resume interrupted work, but an external action that already succeeded is not automatically undone.
 
-Use conversation history, routine state, and [run status](/developers/api-ref/runs) to distinguish queued work, approval waits, failures, and completed output. Avoid resubmitting an uncertain operation under a new ID without checking it.
+Use conversation history, routine state, and [run status](/api/workflows/runs) to distinguish queued work, approval waits, failures, and completed output. Avoid resubmitting an uncertain operation under a new ID without checking it.
 
 A [daemon workspace](/workspaces) runs the gateway and runtime on one owner's host. It stores its own account state and files. The desktop connects to it through authenticated native transport. Switching to Cloud does not move that data.
 
-See [API access](/developers/api-ref/authentication) for developer tokens, daemon pairing, and the account API reference.
+See [API access](/api/first-request) for developer tokens, daemon pairing, and the account API reference.
diff --git a/content/docs/api/cloud/apps.mdx b/content/docs/api/cloud/apps.mdx
new file mode 100644
index 0000000..67799bc
--- /dev/null
+++ b/content/docs/api/cloud/apps.mdx
@@ -0,0 +1,44 @@
+---
+title: Managed app connections
+icon: plug
+description: Connect a supported Cloud app when your integration needs its data or tools.
+---
+
+Cloud can guide users through connecting supported apps, such as Google Workspace. A connection belongs to the authenticated account. Completing sign-in does not remove its tool-approval rules.
+
+For a daemon or a custom server, use [custom MCP connections](/api/workflows/connections).
+
+## Connect the requested app
+
+For example, a morning-brief Agent may need a calendar connection. Its run can enter `waiting_action` with an `mcp_connect` action in thread state.
+
+1. Read the action to identify the requested `app_id`.
+2. Check the managed connection list for that app.
+3. Send `POST /v1/mcp-oauth/catalog/{app_id}/connect` if it needs connection.
+4. If the response says `redirect`, open its `authorization_url` for the user.
+5. Let the user complete the provider sign-in and Fluso callback.
+6. Check connection status and thread state before continuing.
+
+A `connected` response needs no browser handoff. `PROVISIONING` means provider sign-in succeeded but Fluso setup is still finishing. A refresh can complete registration. It cannot authorize an unconnected app.
+
+## Complete a custom callback client
+
+Fluso's signed-in callback normally completes the handoff. A client that handles an allowed callback itself must submit its `completion_proof` under the initiating account.
+
+Send the proof to `POST /v1/mcp-oauth/catalog/connect/complete`. Optionally set `expected_server_id` to check the returned connection. Protect the proof like a temporary credential. It expires after five minutes.
+
+A provider redirect alone does not establish that the connection is usable. Wait for the completion response or verified connection status.
+
+<Accordion title="Managed app endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/mcp-oauth/catalog` | List app IDs and connection metadata. |
+  | `GET /v1/mcp-oauth/catalog/connections` | Read provider connection status without repairing it. |
+  | `POST /v1/mcp-oauth/catalog/{app_id}/connect` | Start authorization or return an existing usable connection. |
+  | `GET /v1/mcp-oauth/catalog/callback` | Provider/browser handoff. Do not use it for polling. |
+  | `POST /v1/mcp-oauth/catalog/connect/complete` | Complete the account-bound proof exchange. |
+
+  Reads accept a developer read token. Connection changes require write access. The provider callback validates its own handoff state.
+
+  Managed apps can be unavailable in a deployment, returning 503. `redirect_url`, when supplied, must match an allowed Fluso callback location.
+</Accordion>
diff --git a/content/docs/api/cloud/client-sign-in.mdx b/content/docs/api/cloud/client-sign-in.mdx
new file mode 100644
index 0000000..d609a9e
--- /dev/null
+++ b/content/docs/api/cloud/client-sign-in.mdx
@@ -0,0 +1,49 @@
+---
+title: Client sign-in
+icon: log-in
+description: Understand browser sign-in, access tokens, and refresh for Cloud clients.
+---
+
+Use a [developer token](/api/cloud/tokens) for your own script. Native clients can use a browser sign-in flow and a renewable client session.
+
+The endpoints below support Fluso's client integrations. They are not an open redirect-registration service. The current browser callback supports configured Fluso handoffs, including Telegram. Contact [support](mailto:support@premai.io) before building a new client sign-in handoff.
+
+## Exchange browser sign-in for a session
+
+1. Generate a random PKCE `code_verifier` with 43 to 128 allowed characters.
+2. Compute its SHA-256 digest as unpadded base64url for `code_challenge`.
+3. Start sign-in with `client`, `client_user_id`, and that challenge.
+4. Open the returned sign-in URL in the user's browser.
+5. Complete the browser step under the user's Clerk app session.
+6. Exchange the returned code with the original verifier and client identifiers.
+
+The verifier can contain ASCII letters, digits, and `-._~`. PKCE binds the returned code to the client that started sign-in. Keep the verifier private until the exchange finishes.
+
+The state expires after ten minutes. The returned code expires after five minutes and works once. If the exchange response is lost, restart sign-in.
+
+The exchange returns `auth.access_token`, `auth.refresh_token`, `auth.expires_in`, `auth.session_id`, and the user. Use the access token in the `Authorization: Bearer` header. Store the refresh token privately.
+
+## Refresh without ending the session
+
+Send the current `refresh_token` to `POST /v1/auth/client/refresh`. Save both replacement tokens together. Allow only one refresh at a time per client session.
+
+The previous refresh token can recover the same token pair for 30 seconds. Reuse after that window revokes the session. Refresh extends the session's 30-day expiry. After a rejected refresh, sign in again.
+
+To sign out, send the refresh token to `/v1/auth/client/revoke`. Then remove the local credentials.
+
+<Accordion title="Client-session endpoints and required credentials">
+  | Method and path | Required credential and use |
+  | --- | --- |
+  | `POST /v1/auth/client/start` | PKCE challenge. Begin the browser handoff. |
+  | `POST /v1/auth/client/complete` | Clerk session and returned state. Issue the one-use code. |
+  | `POST /v1/auth/client/exchange` | Code, client identifiers, and original verifier. Issue tokens. |
+  | `POST /v1/auth/client/sessions` | Clerk session. Create a client session for an already signed-in app. |
+  | `GET /v1/auth/client/sessions` | Clerk session. List up to 100 active sessions, newest first. |
+  | `DELETE /v1/auth/client/sessions/{session_id}` | Clerk session for any owned session, or a client token for itself. |
+  | `POST /v1/auth/client/refresh` | Current refresh token. Rotate the token pair. |
+  | `POST /v1/auth/client/revoke` | Refresh token. Revoke its session. Returns 204 even if already invalid. |
+
+  A client token does not grant account administration. In particular, developer-token management requires Clerk sign-in.
+
+  Use your [deployment's schema](/api#find-the-exact-fields) for identifier constraints and response fields. Do not mint a new session for each API request.
+</Accordion>
diff --git a/content/docs/api/cloud/meta.json b/content/docs/api/cloud/meta.json
new file mode 100644
index 0000000..f56a7bc
--- /dev/null
+++ b/content/docs/api/cloud/meta.json
@@ -0,0 +1,11 @@
+{
+  "title": "Cloud API",
+  "icon": "cloud",
+  "defaultOpen": false,
+  "pages": [
+    "tokens",
+    "client-sign-in",
+    "apps",
+    "sharing"
+  ]
+}
diff --git a/content/docs/api/cloud/sharing.mdx b/content/docs/api/cloud/sharing.mdx
new file mode 100644
index 0000000..cc6803b
--- /dev/null
+++ b/content/docs/api/cloud/sharing.mdx
@@ -0,0 +1,101 @@
+---
+title: Sharing
+sidebarTitle: Sharing
+icon: share-2
+description: Share an Agent, conversation, or file, and understand what a public link exposes.
+---
+
+Public sharing is Cloud-only. Anyone with a published link can read its contents. Owner operations require [authentication](/api/cloud/tokens). Public reads do not.
+
+## Share an Agent
+
+An Agent link publishes a saved copy of selected setup. It does not expose the owner's live workspace.
+
+Read `GET /v1/agents/{agent_id}/share-options` to choose resources. Publish the selection through `POST /v1/agents/{agent_id}/share`:
+
+```json
+{
+  "skills": [],
+  "knowledge_files": [],
+  "connectors": []
+}
+```
+
+Use IDs from share options for skills, knowledge names for `knowledge_files`, and server IDs for `connectors`. Instructions and portable settings are included even with empty selections. Selected skill folders and knowledge contents share limits of 20 MiB and 512 regular files. Symbolic links are rejected. Custom connection URLs with query parameters are excluded from share options.
+
+Review all selected contents and connection URLs before publishing. Stored authentication, conversations, routines, and project files are not bundled. See [Sharing and copies](/developers/guides/sharing) for the recipient experience.
+
+## Preview and import
+
+Read `GET /v1/shared/agents/{share_id}` before importing. Send its exact `published_at` with the new name and project to `POST /v1/shared/agents/{share_id}/import`:
+
+```json
+{
+  "name": "My release reviewer",
+  "project_id": "Home",
+  "published_at": "<exact value from the preview>"
+}
+```
+
+Generate and save a new `Idempotency-Key` for each import. Reuse it and the unchanged body to recover an uncertain import without creating another copy. A changed snapshot returns a conflict rather than silently importing something different from the preview.
+
+The recipient gets independent setup and selected resource copies. Imported custom skills receive distinct names. App credentials are never inherited. Read the imported Agent's `setup_requirements`, then complete missing connections and consent in its manager conversation.
+
+A revoked link becomes unavailable. Unsupported older snapshots may require republication by their owner. Revocation does not delete copies already imported.
+
+<Accordion title="Agent-sharing endpoints">
+  | Method and path | Behavior |
+  | --- | --- |
+  | `GET /v1/agents/{agent_id}/share-options` | Available custom skills, knowledge, and custom connections |
+  | `GET /v1/agents/{agent_id}/share` | Current link record or `null` |
+  | `POST /v1/agents/{agent_id}/share` | Publish a snapshot |
+  | `POST /v1/agent-shares/{share_id}/refresh` | Replace the snapshot at the same link |
+  | `DELETE /v1/agent-shares/{share_id}` | Revoke the link |
+  | `GET /v1/agent-templates` | Fluso starting-point snapshots |
+  | `GET /v1/shared/agents/{share_id}` | Public setup, resource manifest, required filenames, and `published_at` |
+  | `POST /v1/shared/agents/{share_id}/import` | Authenticated import into the recipient's workspace |
+</Accordion>
+
+## Share a conversation
+
+Publish a conversation with `POST /v1/chat-shares` and its `thread_id`. The link shows a snapshot of its saved messages. Later messages remain private until you refresh that link.
+
+Revoke the link to prevent further public reads. The private conversation remains. Deleting the conversation itself does not revoke a separately published snapshot.
+
+<Accordion title="Conversation-sharing endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `POST /v1/chat-shares/lookup-batch` | Find existing links for `thread_ids` without publishing. |
+  | `POST /v1/chat-shares` | Publish the current conversation or return its existing link. |
+  | `POST /v1/chat-shares/{share_id}/refresh` | Update saved messages at the same link. |
+  | `DELETE /v1/chat-shares/{share_id}` | Revoke the link while keeping the private conversation. |
+  | `GET /v1/shared/chats/{share_id}` | Read the public snapshot without authentication. |
+</Accordion>
+
+## Share a file
+
+Choose `share_mode` explicitly when publishing a workspace file:
+
+| Mode | What readers get |
+| --- | --- |
+| `snapshot` | A saved copy. Later file changes require a refresh. |
+| `live` | The current file at its workspace path. A view can start the owner's runtime. |
+
+Anyone with the link can download the file. Review its contents before publication.
+
+If an active link already exists, creation returns it even when you request a different mode. Revoke it before changing modes. Refreshing a live link converts it to a snapshot. A failed refresh preserves the existing link.
+
+<Accordion title="File-sharing endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `POST /v1/asset-shares/lookup-batch` | Find active links for workspace paths without publishing. |
+  | `POST /v1/asset-shares` | Publish with explicit `share_mode`. Creation can start the runtime in either mode. |
+  | `POST /v1/asset-shares/{share_id}/refresh` | Save the current file as a new snapshot at the same link. |
+  | `DELETE /v1/asset-shares/{share_id}` | Revoke the link while keeping the workspace file. |
+  | `GET /v1/shared/assets/{share_id}` | Read public bytes or follow a snapshot download redirect. |
+  | `GET /v1/shared/assets/{share_id}/{file_name}` | Read the same file with a descriptive URL suffix. |
+
+  Public reads need no bearer token. Follow redirects and inspect `Content-Type` instead of parsing the response as JSON.
+
+  Revocation blocks new public requests. A previously issued snapshot download URL can remain valid for five minutes. Revocation cannot remove copies someone already downloaded.
+</Accordion>
diff --git a/content/docs/api/cloud/tokens.mdx b/content/docs/api/cloud/tokens.mdx
new file mode 100644
index 0000000..4c60e14
--- /dev/null
+++ b/content/docs/api/cloud/tokens.mdx
@@ -0,0 +1,68 @@
+---
+title: Developer tokens
+icon: key-round
+description: Create and maintain Cloud API access for your own integration.
+---
+
+A developer token lets a script use your Fluso Cloud account. Create it in the app, then store it as your integration's secret.
+
+## Create a token in Fluso
+
+1. Open **Settings → Developer tokens** in your Cloud workspace.
+2. Click **Create token**.
+3. Enter a name that identifies the integration, such as **Weekly report**.
+4. Choose **Read only** to inspect data, or **Read and write** to submit work.
+5. Choose an expiry, then click **Create token**.
+6. Click **Copy token** before closing the result.
+
+<Frame className="mx-auto max-w-xl" caption="Give the token a name you can recognize later.">
+  <a href="/images/api/developer-token-form.png" target="_blank" rel="noreferrer" title="Open full-size image in a new tab">
+    <img src="/images/api/developer-token-form.png" alt="Create developer token form with Weekly report, Read and write access, and a 90-day expiry." width="1024" height="800" />
+  </a>
+</Frame>
+
+The secret appears once. If you lose it, revoke that token and create a replacement.
+
+## Check access
+
+After [setting the URL and token](/api/first-request#1-get-access), check the authenticated identity:
+
+```bash
+curl --fail-with-body --silent --show-error \
+  "$FLUSO_API_URL/auth/me" \
+  -H "Authorization: Bearer $FLUSO_API_TOKEN"
+```
+
+This read does not start a runtime. Check the account and access level before your integration submits work.
+
+| Access | What it permits |
+| --- | --- |
+| `read` | Read your Agents, conversations, files, usage, and results |
+| `write` | Also submit work, change files and schedules, connect services, and decide individual tool approvals |
+| Signed-in app session | Manage developer tokens and permanent tool permissions |
+
+Access covers the account. A token is not restricted to one Agent or project. Work uses that account's limits.
+
+## Replace or revoke a token
+
+Create a replacement in Settings. Update your integration's secret, then check it with `/auth/me`. Revoke the old token after the replacement works.
+
+The default expiry is 90 days. Revocation reaches cached authentication and open streams within 30 seconds. Revocation does not stop accepted work or existing schedules. [Stop work](/api/workflows/runs#stop-work) or [pause schedules](/api/workflows/schedules) separately.
+
+<Accordion title="Token management endpoints">
+  These four management routes require the owning account's Clerk app session. Developer tokens and native client tokens cannot manage developer tokens.
+
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/account/tokens` | List metadata, including revoked tokens. Follow `next_cursor` as `after`. |
+  | `POST /v1/account/tokens` | Create with `name`, `access`, and optional `expires_at`. Requires `Idempotency-Key`. |
+  | `PATCH /v1/account/tokens/{token_id}` | Change `name` only. Replace the token to change access or expiry. |
+  | `DELETE /v1/account/tokens/{token_id}` | Revoke it. Repeated revocation returns 204. |
+  | `GET /v1/auth/me` | Read the authenticated identity. Accepts developer tokens too. |
+
+  Creation returns 201 and the secret once. Retrying the same key and body returns 200 with `secret: null`. A changed body returns 409. If the first response was lost, revoke that token and create another with a new key.
+
+  Omit `expires_at` for 90 days. Send `null` for no expiry, or a future timestamp with a timezone. An account can have at most 100 active tokens.
+</Accordion>
+
+For a native application with an existing sign-in integration, see [client sessions](/api/cloud/client-sign-in).
diff --git a/content/docs/api/daemon/meta.json b/content/docs/api/daemon/meta.json
new file mode 100644
index 0000000..839afd6
--- /dev/null
+++ b/content/docs/api/daemon/meta.json
@@ -0,0 +1,9 @@
+{
+  "title": "Daemon API",
+  "icon": "server",
+  "defaultOpen": false,
+  "pages": [
+    "pairing",
+    "settings"
+  ]
+}
diff --git a/content/docs/api/daemon/pairing.mdx b/content/docs/api/daemon/pairing.mdx
new file mode 100644
index 0000000..f7ca039
--- /dev/null
+++ b/content/docs/api/daemon/pairing.mdx
@@ -0,0 +1,71 @@
+---
+title: Pair an API client
+icon: link
+description: Give a client access to your Fluso Local workspace.
+---
+
+A daemon belongs to one owner. Each paired device gets its own token for that owner's workspace. Pairing does not create a separate account or private set of files.
+
+[Set up Fluso Local](/workspaces/setup) and its provider before submitting work. For remote access, use HTTPS or an SSH tunnel.
+
+## Get a device token
+
+On the daemon's host, run this from the installed package folder. Use the same state root as your running daemon:
+
+```bash
+./fluso-daemon pair --root /path/to/state
+```
+
+Exchange its one-use code from your client:
+
+```bash
+curl --fail-with-body --silent --show-error \
+  'http://127.0.0.1:4111/daemon/v1/pair' \
+  -H 'Content-Type: application/json' \
+  --data-raw '{"code":"PAIRING_CODE","name":"Weekly report integration"}'
+```
+
+Replace the address for a remote daemon. Replace `PAIRING_CODE` with the code from the host.
+
+Save `token` privately. Keep the returned client `id` and `daemonId` with your connection settings. If that daemon identity changes later, pair again.
+
+Codes expire after ten minutes. A failed or lost exchange requires a new code. Device tokens expire after 30 idle days. Authenticated use renews them.
+
+<Note>
+  A normal device token grants read/write workspace access, including tool approvals. Add `--manage-host` only for clients that also need machine administration.
+</Note>
+
+Use the token as `Authorization: Bearer YOUR_TOKEN`. Browser requests must come from the daemon's exact origin. Use a native or server client for an integration hosted elsewhere. For the [first request](/api/first-request), set `FLUSO_API_URL` to `http://127.0.0.1:4111/v1` or your remote equivalent.
+
+## Check support and readiness
+
+`GET /v1/capabilities` reports supported features. Use it to show only the controls available on that daemon.
+
+`GET /daemon/v1/discovery` reports identity and configuration state. Its `ready` status means configuration is ready. Check `/v1/agent/runtime/status` for runtime readiness.
+
+`GET /healthz` only proves the daemon is listening. A successful health check does not prove that the model provider works.
+
+## Remove a device
+
+Send `DELETE /daemon/v1/clients/{clientId}` to revoke a token. A device can revoke itself. Host-management access also permits listing and revoking other devices.
+
+Revocation closes that device's streams and prevents further access. It does not delete the workspace.
+
+<Accordion title="Connection endpoints">
+  | Method and path | Access and use |
+  | --- | --- |
+  | `GET /healthz` | No token. Check liveness. |
+  | `POST /daemon/v1/pair` | One-use pairing code. Issue a device token. |
+  | `GET /daemon/v1/discovery` | Paired device. Read identity and configuration state. Host fields require host management. |
+  | `GET /v1/capabilities` | Paired device. Read feature support. |
+  | `GET /v1/confidential/attestation` | Paired device. Read the configured confidential-mode verification response. |
+  | `POST /daemon/v1/pairing-codes` | Host management. Create a code with `manageHost: true` or `false`. |
+  | `GET /daemon/v1/clients` | Host management. List current devices without token values. |
+  | `DELETE /daemon/v1/clients/{clientId}` | Self, or host management for another device. Revoke access. |
+
+  Pairing returns `expiresAt` in Unix milliseconds. Device listings use `expires_at` and `manage_host`. Use the exact field names in each response.
+</Accordion>
+
+After enabling and applying confidential mode, `/v1/confidential/attestation` reports `success`, `unavailable`, or `error`. `unavailable` can mean the mode is off or no key is active.
+
+Cloud sign-in, developer-token management, managed app catalogs, and public sharing are unavailable on a daemon. Use [custom MCP connections](/api/workflows/connections) and its own [host settings](/api/daemon/settings).
diff --git a/content/docs/api/daemon/settings.mdx b/content/docs/api/daemon/settings.mdx
new file mode 100644
index 0000000..387c7e3
--- /dev/null
+++ b/content/docs/api/daemon/settings.mdx
@@ -0,0 +1,75 @@
+---
+title: Host settings
+icon: settings-2
+description: Change a daemon's model provider, sandbox resources, and shared folders safely.
+---
+
+These operations require a device paired with `--manage-host`. Ordinary pairing already permits workspace work. Host management adds authority over this machine's configuration and connected devices.
+
+Prefer [Workspace settings in Fluso](/workspaces/manage) for interactive setup. Use this API when your client needs to manage the same settings.
+
+## Read, save, then apply
+
+Saving settings does not apply them to the running sandbox.
+
+1. Read `GET /daemon/v1/settings` and `GET /daemon/v1/sandbox`.
+2. Keep each response's `revision`.
+3. Save the change with that resource's `expectedRevision`.
+4. Keep the new revisions returned by the saves.
+5. Apply both revisions with `POST /daemon/v1/apply`.
+6. Read discovery and runtime status to check the outcome.
+
+For example, change the model while keeping the existing provider and key:
+
+```json
+{
+  "expectedRevision": "SETTINGS_REVISION_FROM_READ",
+  "settings": {
+    "FLUSO_MODEL": "MODEL_ID_SUPPORTED_BY_YOUR_PROVIDER"
+  }
+}
+```
+
+Send that body to `PATCH /daemon/v1/settings`. Omitted fields remain unchanged. `null` clears a field. Returned `secrets` are presence flags, not key values.
+
+Apply the saved revisions with:
+
+```json
+{
+  "settingsRevision": "SETTINGS_REVISION_FROM_SAVE",
+  "sandboxRevision": "SANDBOX_REVISION_FROM_READ",
+  "interrupt": false
+}
+```
+
+A 409 `INTERRUPTION_REQUIRED` means active work would be interrupted. Ask the owner before repeating with `interrupt: true`.
+
+## Change the provider or sandbox
+
+For an OpenAI-compatible endpoint, set `FLUSO_PROVIDER: "custom"`, `OPENAI_BASE_URL`, `FLUSO_MODEL`, and `OPENAI_API_KEY`. Include `/v1` in the base URL when the provider requires it. Other provider choices are `openrouter`, `openai`, and `pcci`.
+
+A saved key stays tied to its endpoint. Enter a key again when changing that destination. Audio has separate provider and key settings. The [daemon's schema](/api#find-the-exact-fields) lists every supported setting.
+
+Sandbox changes use `PUT /daemon/v1/sandbox` with `expectedRevision` and the complete `config`. Preserve all intended `hostFiles` grants. An empty list removes shared-folder access.
+
+Host paths refer to the daemon's machine, even when you connect remotely. Grant only the required folders. Writable grants permit changing or deleting the original host files. Workspace `/v1/files` paths do not grant access to arbitrary host paths.
+
+<Accordion title="Management endpoints and recovery">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /daemon/v1/settings` | Read saved provider settings and their revision. |
+  | `PATCH /daemon/v1/settings` | Save changed fields. `preview: true` validates without saving. |
+  | `GET /daemon/v1/sandbox` | Read configuration, revision, host RAM, and disk budgets. |
+  | `PUT /daemon/v1/sandbox` | Replace the sandbox configuration with revision protection. |
+  | `POST /daemon/v1/apply` | Apply the saved settings and sandbox revisions. |
+
+  Sandbox `config` contains `runtimeProfile`, `hostFiles`, `memoryGiB`, and `diskGiB`. RAM is the VM allocation. Disk is the combined saved-work and temporary-work budget. It excludes images, backups, and shared host folders. Existing workspace data must fit a smaller budget before you apply it.
+
+  On 409 `CONFIGURATION_CONFLICT`, reload both resources and review the newer changes. Do not substitute a fresh revision without reviewing them.
+
+  During an update or apply, workspace routes can return 503 with `Retry-After`. Discovery shows `applying` or `configuration_error` where applicable. Resolve a configuration error before resubmitting work. A 423 locked credential store requires recovery on the host.
+
+  Discovery exposes saved and applied revisions and `restartRequired` to host-authorized clients. After a lost apply response, read those values before another apply.
+</Accordion>
+
+Binary updates, backups, and credential-store recovery use the [daemon CLI](/workspaces/manage). The settings API does not replace those operations.
diff --git a/content/docs/api/first-request.mdx b/content/docs/api/first-request.mdx
new file mode 100644
index 0000000..f1933ac
--- /dev/null
+++ b/content/docs/api/first-request.mdx
@@ -0,0 +1,80 @@
+---
+title: Your first request
+icon: terminal
+description: Send a short task and read the complete answer from Cloud or your daemon.
+---
+
+This example creates a conversation, sends one message, and waits for its answer. It works with either workspace.
+
+## 1. Get access
+
+Create a Cloud [developer token](/api/cloud/tokens) with **Read and write** access. For Fluso Local, get a [paired device token](/api/daemon/pairing) after configuring your model provider.
+
+Open the **API reference** for your workspace to confirm API availability in that release.
+
+Open Bash in a new example directory. The examples need cURL 7.87 or later, `jq`, and `uuidgen`.
+
+Set your [workspace's base URL](/api#choose-your-workspace):
+
+```bash
+export FLUSO_API_URL='https://api.fluso.ai/v1'
+```
+
+Read the token without displaying it or placing it in your shell history:
+
+```bash
+read -r -s -p 'Fluso token: ' FLUSO_API_TOKEN
+echo
+export FLUSO_API_TOKEN
+```
+
+Use a secret store in a deployed application. Keep tokens out of URLs, source control, logs, and screenshots.
+
+## 2. Send a message and read the answer
+
+Download the example from your workspace:
+
+```bash
+curl --fail --silent --show-error \
+  "$FLUSO_API_URL/examples/quickstart.sh" -o quickstart.sh
+cat quickstart.sh
+```
+
+Read the script before running it. Then run it in the same Bash shell:
+
+```bash
+source quickstart.sh
+```
+
+The script submits a short request, waits for its run, and reads every result page. It retains the IDs for your next message.
+
+Here is the request pattern behind it:
+
+| Step | Request | Keep from the response |
+| --- | --- | --- |
+| Send work | `POST /v1/threads` with `input` and an `Idempotency-Key` | `thread_id`, `input_id`, `run_id` |
+| Check progress | `GET /v1/threads/{thread_id}/runs/{run_id}` | Status and any error |
+| Read the answer | `GET /v1/threads/{thread_id}/items?run_id={run_id}` | All result pages, including attachments |
+
+An **idempotency key** identifies one submitted message. Save it and the request body before sending. Reuse both if that request's response is lost.
+
+**202 means Fluso accepted the work.** Read the run status to learn whether it completed or needs your action.
+
+<Note>
+  A timeout does not cancel work. Do not rerun the quickstart to recover: it creates a new request. Read the [saved run](/api/workflows/runs) instead.
+</Note>
+
+## 3. Continue the conversation
+
+Send the next message to `POST /v1/threads/{thread_id}/inputs` with a new key:
+
+```json
+{
+  "input": "Give me one practical example for each suggestion.",
+  "mode": "queue"
+}
+```
+
+The reference's `follow-up.sh` runs this step using the IDs from the quickstart. Its `cleanup.sh` removes the example resources when you finish.
+
+Next, learn to [read conversations](/api/workflows/conversations), [attach a file](/api/workflows/files), or [use an Agent](/api/workflows/agents).
diff --git a/content/docs/api/index.mdx b/content/docs/api/index.mdx
new file mode 100644
index 0000000..a63f8e8
--- /dev/null
+++ b/content/docs/api/index.mdx
@@ -0,0 +1,57 @@
+---
+title: Fluso API
+icon: code-xml
+description: Give Fluso work from your own script or application, then read the result.
+---
+
+Use the API to send a message, attach a document, or run a saved Agent. Your integration uses the same workspace as the Fluso app.
+
+Start with one conversation. Add schedules, connections, or live updates when your application needs them.
+
+<Card title="Send your first request" icon="arrow-right" href="/api/first-request">
+  Get access, submit a short task, and read the saved answer.
+</Card>
+
+## Choose your workspace
+
+Cloud and Fluso Local share the conversation, Agent, file, and schedule APIs. Their credentials and administration differ. Data stays in the workspace you address.
+
+| | Cloud API | Daemon API |
+| --- | --- | --- |
+| Where work runs | Your Fluso Cloud workspace | Your own machine's Fluso Local workspace |
+| Access for scripts | [Developer token](/api/cloud/tokens) | [Paired device token](/api/daemon/pairing) |
+| Example base URL | `https://api.fluso.ai/v1` | `http://127.0.0.1:4111/v1` |
+| Connected apps | Managed apps and custom MCP servers | Custom MCP servers |
+| Public sharing | Agents, conversations, and files | Unavailable |
+| Machine settings | Managed by the service | [Provider, sandbox, and devices](/api/daemon/settings) |
+
+Fluso Dev uses `https://api.dev.khichdi.cc/v1`. Use credentials from the same environment as the URL.
+
+For a remote daemon, use its HTTPS address or an [SSH tunnel](/workspaces/setup#connect-from-another-mac). A Cloud token cannot access a daemon.
+
+## Find the exact fields
+
+Open **Settings → Developer tokens → API reference** in Cloud. On a daemon's host, open `http://127.0.0.1:4111/docs`.
+
+Each workspace serves its full endpoint reference at `/docs` and its OpenAPI schema at `/v1/openapi.json`. These describe the fields and operations available in that deployment. The reference also supplies runnable examples under `/v1/examples/`. The daemon serves its schema and examples locally. Its interactive reference needs internet access to load the viewer.
+
+The guides below explain how to combine those operations. Endpoint tables sit inside each guide, after the main workflow.
+
+<CardGroup cols={2}>
+  <Card title="Cloud access" icon="cloud" href="/api/cloud/tokens">
+    Create a developer token and choose its access.
+  </Card>
+  <Card title="Daemon access" icon="server" href="/api/daemon/pairing">
+    Pair a client with your own workspace.
+  </Card>
+  <Card title="Conversations and results" icon="messages-square" href="/api/workflows/conversations">
+    Continue work and retrieve the complete answer.
+  </Card>
+  <Card title="Recovery and retries" icon="activity" href="/api/workflows/runs">
+    Handle a timeout without starting the same work twice.
+  </Card>
+</CardGroup>
+
+<Note>
+  These guides cover the current public `/v1` API. If your app lacks **Developer tokens**, contact [support](mailto:support@premai.io) about availability for your release.
+</Note>
diff --git a/content/docs/api/meta.json b/content/docs/api/meta.json
new file mode 100644
index 0000000..79bec20
--- /dev/null
+++ b/content/docs/api/meta.json
@@ -0,0 +1,11 @@
+{
+  "pages": [
+    "!index",
+    "[code-xml][Overview](/api)",
+    "first-request",
+    "cloud",
+    "daemon",
+    "workflows",
+    "architecture"
+  ]
+}
diff --git a/content/docs/api/workflows/agents.mdx b/content/docs/api/workflows/agents.mdx
new file mode 100644
index 0000000..7a8af91
--- /dev/null
+++ b/content/docs/api/workflows/agents.mdx
@@ -0,0 +1,93 @@
+---
+title: Agents and configuration
+sidebarTitle: Agents and configuration
+icon: bot
+description: Create a reusable Agent, choose its conversation, and update its instructions safely.
+---
+
+An Agent adds saved instructions and capabilities to a conversation. Start with [API access](/api/first-request) for credentials and your workspace's complete endpoint reference.
+
+## Create an Agent
+
+Send `POST /v1/agents` with a saved `Idempotency-Key` and a body such as:
+
+```json
+{
+  "name": "Meeting assistant",
+  "instructions": "Turn my notes into a short meeting brief. List decisions needed and questions still open."
+}
+```
+
+Keep the returned `agent_id`. To use the Agent, send `POST /v1/threads` with that ID and an `input` message. To change its setup through conversation, also set `purpose: "manager"`.
+
+Opening the same Agent and purpose returns its existing conversation. Two callers share that conversation and its queue. For independent ordinary chats, omit `agent_id`.
+
+## Read the current configuration
+
+`GET /v1/agents/{agent_id}` returns the Agent and its `current_config_id`. Keep that ID before editing.
+
+## Publish an update
+
+Send only the changed fields to `PATCH /v1/agents/{agent_id}`, together with the ID you read:
+
+```json
+{
+  "base_config_id": "CURRENT_CONFIG_ID",
+  "instructions": "Turn my notes into a short meeting brief. Start with the decisions I need to make."
+}
+```
+
+An old `base_config_id` returns 409 instead of overwriting another edit. Read the latest configuration, review the difference, then retry your intended change.
+
+The main conversation uses saved changes on its next turn. Existing work sessions retain their configuration binding. `run.execution` records the configuration, provider, model, and reasoning effort used when execution starts.
+
+## Select capabilities and knowledge
+
+Use skill names from [skill inventory](/api/workflows/workspace#choose-skills-for-an-agent) and connection IDs from [connection inventory](/api/workflows/connections).
+
+For updates, omitted `skills` or `connectors` remain unchanged. `null` removes the selection restriction. An empty list or map explicitly selects none. A connector's `allow` policy still respects account consent.
+
+To add knowledge, upload a file or copy a workspace file through the knowledge endpoints. Save the returned reference in `knowledge_files` with the current `base_config_id`. Storage alone does not attach it to the Agent.
+
+Knowledge is a copy. Editing the original workspace file does not change that copy. Each Agent accepts up to 25 knowledge files, with a 20 MiB limit per file. Send `knowledge_files: []` to remove all selected knowledge.
+
+<Accordion title="Reasoning effort and conversation boundaries">
+  Supported effort values are `off`, `minimal`, `low`, `medium`, `high`, and `xhigh`. An input's explicit effort overrides the Agent default. The runtime chooses the nearest supported effort, preferring a higher level before a lower one.
+
+  Steering without an effort preserves the active turn's setting. An explicit change takes effect at the next execution attempt. It does not restart an in-flight model call.
+
+  Public clients can open main and manager conversations. They cannot create Agent work sessions directly. For independent ordinary conversations, omit `agent_id`.
+
+  All conversations share workspace files. Use distinct output paths for concurrent jobs that must not overwrite each other.
+</Accordion>
+
+## Copies and sharing
+
+Duplication creates an independent Agent. Keep the same idempotency key when retrying duplication. The retry returns the original copy.
+
+Public sharing is Cloud-only. A shared Agent snapshot excludes credentials, conversations, and schedules. After importing, inspect `setup_requirements` and complete setup in its manager conversation. The recipient supplies credentials and consent.
+
+## Delete an Agent
+
+`DELETE /v1/agents/{agent_id}` deletes the Agent and its owned conversations and revokes its shared Agent link. Save the results you need first.
+
+For exact fields and sharing operations, use the [workspace API reference](/api#choose-your-workspace).
+
+<Accordion title="Agent endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/agents` | Search or list Agents. Use numbered pages or `all=true`. |
+  | `POST /v1/agents` | Create saved setup without starting a turn. |
+  | `GET /v1/agents/{agent_id}` | Read setup and `current_config_id`. |
+  | `PATCH /v1/agents/{agent_id}` | Save changes with `base_config_id`. |
+  | `DELETE /v1/agents/{agent_id}` | Delete setup and conversations, retire schedules, and revoke its Agent link. |
+  | `POST /v1/agents/{agent_id}/avatar` | Save appearance. `avatar: null` resets it. |
+  | `POST /v1/agents/{agent_id}/star` | Set `starred` to true or false. |
+  | `POST /v1/agents/{agent_id}/duplicate` | Copy setup and knowledge. Use an idempotency key for retries. |
+  | `POST /v1/agents/{agent_id}/knowledge-files` | Store multipart `file` and return its reference. |
+  | `POST /v1/agents/{agent_id}/knowledge-files/from-workspace` | Copy `path` into knowledge and return its reference. |
+
+  Appearance and starring do not change instructions or configuration bindings. Duplication excludes conversations, schedules, and public links.
+
+  Creation and duplication receipts remain with the saved Agent. Their keys do not use the input receipt's 24-hour window. Older `creation_id` is accepted for creation. Do not supply conflicting identifiers.
+</Accordion>
diff --git a/content/docs/api/workflows/connections.mdx b/content/docs/api/workflows/connections.mdx
new file mode 100644
index 0000000..f161543
--- /dev/null
+++ b/content/docs/api/workflows/connections.mdx
@@ -0,0 +1,88 @@
+---
+title: Connections and approvals
+icon: plug
+description: Connect custom MCP servers and handle the actions that pause a run.
+---
+
+A connection lets Fluso use another service's tools. An approval decides whether a requested action may proceed. Connecting a service and approving a tool are separate steps.
+
+Cloud offers [managed app sign-in](/api/cloud/apps) as well as custom MCP servers. A daemon uses its own custom connections.
+
+## Connect a custom MCP server
+
+Start with a public HTTPS server URL. `POST /v1/mcp-oauth/probe` discovers its transport and authentication method without saving a connection.
+
+| Server authentication | Start with |
+| --- | --- |
+| No authentication, bearer token, or API key | `POST /v1/mcp-oauth/connections/static` |
+| OAuth with automatic client registration | `POST /v1/mcp-oauth/sessions` |
+| OAuth with your own client registration | `POST /v1/mcp-oauth/sessions/byo-oauth` |
+
+For OAuth, open the returned `authorization_url`. An `already_connected` response needs no redirect.
+
+On Cloud, finish with the callback's `completion_proof` under the initiating account. On a daemon, `/daemon/v1/oauth/callback` completes the connection directly. Poll the returned session ID until it is `connected` or reports an error.
+
+Read connection inventory with `GET /v1/mcp-oauth/connections`. `needs_reauth` requires the user to reconnect. Inventory alone does not prove that the external server is reachable.
+
+## Handle a waiting run
+
+Read `state.pending_actions` from `GET /v1/threads/{thread_id}/state`.
+
+- For `mcp_connect`, guide the user through the requested connection flow.
+- For a pending `mcp_tool`, read the approval and show its actual tool arguments for review.
+
+After the user approves that tool call, send this body to its approval decision endpoint:
+
+```json
+{
+  "decision": "allow",
+  "scope": "once"
+}
+```
+
+Use `decision: "deny"` to refuse it. A developer write token can make this one-time decision. Permanent permissions require a Cloud app session or a paired daemon device.
+
+An acknowledgement saves the decision. Follow thread state or events to see work resume. Do not send another input to approve the existing request.
+
+If the decision returns 409 or 410, read the action again. It may have changed or expired. Do not approve a replacement without reviewing it.
+
+<Accordion title="Custom connection and tool-discovery endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `POST /v1/mcp-oauth/probe` | Discover transport and authentication. |
+  | `POST /v1/mcp-oauth/connections/static` | Save a key-based or unauthenticated connection. |
+  | `POST /v1/mcp-oauth/sessions` | Start custom OAuth authorization. |
+  | `POST /v1/mcp-oauth/sessions/byo-oauth` | Start OAuth with your client registration. |
+  | `POST /v1/mcp-oauth/sessions/complete` | Cloud only. Save the connection from its completion proof. |
+  | `GET /v1/mcp-oauth/sessions/{session_id}/status` | Read authorization progress. |
+  | `GET /daemon/v1/oauth/callback` | Daemon only. Receive the provider's OAuth callback. |
+  | `GET /v1/mcp-oauth/connections` | List connections without exposing secrets. |
+  | `POST /v1/mcp-oauth/connections/refresh` | Refresh Cloud registrations or daemon tool discovery. |
+  | `DELETE /v1/mcp-oauth/connections/{server_id}` | Disconnect and invalidate its pending authority. |
+  | `GET /v1/mcp-oauth/connections/{server_id}/tools` | Read tool descriptions, input schemas, and read-only classifications. |
+  | `POST /v1/mcp-oauth/connections/{server_id}/tools` | Refresh or repair the connection before tool discovery. |
+
+  Reusing a static connection's `server_id` updates that connection. Its `auth_method` is `bearer`, `api_key`, or `no_auth`. Only the first two accept a token. API keys use `header_name`, which defaults to `X-Api-Key`.
+
+  Tool discovery can return saved tool information with an `error`. A 409 `CONNECTION_CHANGING` includes `Retry-After: 1`. Check the connection again after that delay.
+
+  OAuth `pending` and `processing` are unfinished states. Handle `error`, `expired`, or `superseded` before a new sign-in attempt.
+</Accordion>
+
+<Accordion title="Approval and saved-permission endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/mcp-oauth/permissions/approvals/{approval_id}` | Read the action, status, and expiry. |
+  | `POST /v1/mcp-oauth/permissions/approvals/{approval_id}/decision` | Allow or deny a tool request. |
+  | `POST /v1/mcp-oauth/permissions/approvals/{approval_id}/cancel` | Dismiss the pending action without granting access. |
+  | `GET /v1/mcp-oauth/permissions/mode` | Read a thread's `auto_approve` setting and `version`. Supply `thread_id`. |
+  | `PUT /v1/mcp-oauth/permissions/mode` | Change it with `expected_version` and the same `thread_id`. |
+  | `GET /v1/mcp-oauth/permissions/default` | Read the account default. |
+  | `PUT /v1/mcp-oauth/permissions/default` | Change the default with `expected_version`. |
+  | `GET /v1/mcp-oauth/connections/{server_id}/permissions` | Read saved and effective tool policies. |
+  | `PUT /v1/mcp-oauth/connections/{server_id}/permissions` | Change persistent connection or tool policies. |
+
+  Cloud developer tokens cannot use these PUT routes or decision `scope: "always"`. Use a signed-in app session for permanent changes. Paired daemon devices can make these changes.
+
+  A stale permission version returns 409. Enabling thread auto-approval can resolve an eligible pending request. An explicitly denied tool remains denied. Changing the account default does not decide an existing pending approval.
+</Accordion>
diff --git a/content/docs/api/workflows/conversations.mdx b/content/docs/api/workflows/conversations.mdx
new file mode 100644
index 0000000..df41120
--- /dev/null
+++ b/content/docs/api/workflows/conversations.mdx
@@ -0,0 +1,86 @@
+---
+title: Conversations and results
+sidebarTitle: Conversations and results
+icon: messages-square
+description: Submit work, continue a conversation, and read the complete saved answer.
+---
+
+A **thread** is a conversation. An **input** is a message you submit. A **run** tracks the resulting work.
+
+Start with the runnable [API quickstart](/api/first-request). These are the operations behind it.
+
+## Create a conversation
+
+Send `POST /v1/threads` with an `Idempotency-Key` and an input body:
+
+```json
+{
+  "input": "Explain three ways to check whether a source is reliable."
+}
+```
+
+Save the key and body before sending. The receipt returns `thread_id` and `run_id`. Use those values rather than deriving one from the other.
+
+To open a conversation without starting work, omit `input` and `attachments`. To use a saved Agent, include `agent_id`. Its main conversation is reused. `purpose: "manager"` opens its setup conversation.
+
+## Send a message
+
+Send `POST /v1/threads/{thread_id}/inputs` with the next `input` and a new key. If the conversation is busy, use `mode: "queue"` to wait or `mode: "steer"` to guide active work.
+
+A retry must keep the original key and unchanged body. Reusing a key with different content returns 409. A new key means new work.
+
+The **follow-up** example in your [workspace's reference](/api#choose-your-workspace) continues the quickstart conversation in the same shell.
+
+## Manage queued messages
+
+Read thread state before changing queued work. An active or completed input cannot be edited as a queued message.
+
+Editing an input requires a new `Idempotency-Key` for that edit. Keep it when retrying the edit. If the input started meanwhile, a 409 preserves the conflict. Keep the user's draft instead of silently submitting replacement work.
+
+A thread stop holds follow-up inputs. Resume a held input explicitly after reviewing state.
+
+## Read message history
+
+Read `GET /v1/threads/{thread_id}/items?run_id={run_id}` for messages, tool results, and attachments belonging to a run. Omit the filter to read the conversation.
+
+Entries are in `data`. Read every page: pass `next_cursor` as `after` with the unchanged `revision`, until `next_cursor` is null. Keep filters unchanged between pages.
+
+If a snapshot edit or deletion causes a pagination conflict, discard the partial read and restart without `after` or `revision`. New messages alone do not invalidate the snapshot.
+
+Read the saved [run status](/api/workflows/runs) as well as the messages. An empty page does not prove the run finished or failed.
+
+## Follow live progress
+
+`GET /v1/threads/{thread_id}/events` streams Server-Sent Events. Submitting with `stream: true` starts with an `input.accepted` receipt. Save it before processing later events.
+
+Streams do not replay missed events. After reconnecting, read saved state and items. Ignore unknown event types and keepalive comments. Replace temporary text with its saved item to avoid showing it twice.
+
+See [live updates](/api/workflows/streaming) for a complete reconnect sequence and the runnable `watch.mjs` example.
+
+## Delete a conversation
+
+`DELETE /v1/threads/{thread_id}` deletes an ordinary conversation and stops its execution. Save needed results first. Agent main and manager conversations require deleting their Agent instead.
+
+Conversation deletion does not remove a separately published chat snapshot or all workspace files.
+
+<Accordion title="Conversation endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/threads` | List by Agent, project, or purpose. Follow numbered `pagination.page` and `pages`. |
+  | `POST /v1/threads` | Create an ordinary chat or open an Agent's main or manager conversation. |
+  | `GET /v1/threads/{thread_id}` | Read details and configuration binding. |
+  | `PATCH /v1/threads/{thread_id}` | Change title, archive, pin, labels, or application metadata. |
+  | `DELETE /v1/threads/{thread_id}` | Stop and remove an ordinary conversation. |
+  | `POST /v1/threads/{thread_id}/inputs` | Submit new work or steer active work. |
+  | `PATCH /v1/threads/{thread_id}/inputs/{input_id}` | Replace queued content with an edit key. |
+  | `DELETE /v1/threads/{thread_id}/inputs/{input_id}` | Cancel that queued input. |
+  | `POST /v1/threads/{thread_id}/inputs/{input_id}/resume` | Resume a held input. |
+  | `GET /v1/threads/{thread_id}/items` | Read saved items with snapshot pagination. |
+  | `GET /v1/threads/{thread_id}/state` | Read active work, queues, partial output, and pending actions. |
+  | `GET /v1/threads/{thread_id}/preview` | Read the latest short message preview. |
+  | `GET /v1/threads/{thread_id}/files` | List files associated with this conversation. |
+  | `POST /v1/threads/{thread_id}/read` | Update unread tracking. Does not approve tools. |
+  | `PATCH /v1/threads/{thread_id}/reorder` | Set position within its current project. Cross-project moves are rejected. |
+
+  Agent binding and provenance belong to the server. Custom metadata cannot change them. See [live events](/api/workflows/streaming) and [cancellation](/api/workflows/runs#stop-work) for execution controls.
+</Accordion>
diff --git a/content/docs/api/workflows/files.mdx b/content/docs/api/workflows/files.mdx
new file mode 100644
index 0000000..6b0b019
--- /dev/null
+++ b/content/docs/api/workflows/files.mdx
@@ -0,0 +1,132 @@
+---
+title: Files and projects
+sidebarTitle: Files and projects
+icon: folder-kanban
+description: Upload inputs, read saved output, and protect files from conflicting edits.
+---
+
+Files and projects belong to the authenticated workspace. You do not need a runtime ID. Use the paths returned by the API, including saved attachments.
+
+## Projects
+
+Use `/v1/projects` to list or create projects. Read, update, or delete a project at `/v1/projects/{project_id}`. Project IDs are also storage names. Keep the exact returned value when building paths.
+
+Deleting a project deletes its conversations and files, then retires their schedules. Save needed results before deletion. See your [workspace's endpoint reference](/api#choose-your-workspace) for export and deletion behavior.
+
+## Read a text file
+
+After [setting your API URL and token](/api/first-request), use a path returned by `GET /v1/files`. Replace the example path below:
+
+```bash
+curl --fail-with-body --silent --show-error --get \
+  "$FLUSO_API_URL/files/read" \
+  -H "Authorization: Bearer $FLUSO_API_TOKEN" \
+  --data-urlencode 'path=/projects/Home/files/notes.md'
+```
+
+Use `GET /v1/files` to browse and `GET /v1/files/download` for file bytes. A text read includes a `revision` for safe replacement.
+
+## Upload a file
+
+1. Create an upload with `POST /v1/uploads`, its filename, MIME type, size, and a saved `Idempotency-Key`.
+2. Send the bytes to `upload_url` in a multipart POST. Include all returned `upload_fields` unchanged, with the file last.
+3. Confirm with `POST /v1/uploads/confirm` and `{"id":"UPLOAD_ID"}`.
+4. Read `GET /v1/uploads/{upload_id}` until it finishes.
+5. Attach its returned `target_path` to a conversation input.
+
+Do not send your Fluso bearer token to `upload_url`.
+
+A `confirmed` upload is ready to attach. `history_unavailable` also means the file was saved, but its new version was not recorded. Show that warning. For `failed`, `cancelled`, or `conflict`, inspect the saved error before starting another transfer.
+
+If a request times out, read the existing upload. Starting another upload can duplicate work. Confirmed receipts do not guarantee that a file remains unchanged after later edits.
+
+The full reference includes runnable **upload**, **attach**, and **download** examples. It also covers expired transfer credentials and recovery without another transfer.
+
+## Edit without losing another change
+
+Use `PUT /v1/files/text` with `path`, `content`, and the latest `revision` to replace text. Use `overwrite: false` when creating a new file that must not replace an existing path. Add `recursive: true` if its parent directories do not exist yet.
+
+If another writer changed the file, read the new content and merge before retrying. Do not drop the revision check to force an overwrite.
+
+Text writes allow 1 MiB of UTF-8 content. Text reads default to 5 MiB. Use uploads and downloads for larger or binary files.
+
+<Accordion title="File history and partial results">
+  Versions and comments apply to ordinary files under `/files/` and `/projects/{project_id}/files/`, excluding hidden directories.
+
+  Replacement refuses to lose existing history unless you explicitly permit it with `allow_history_loss: true`. Treat that option as a data-loss decision. For uploads, changing a failed request requires a new key. Retrying the old key returns its saved failure.
+
+  A directory copy can partly succeed. Inspect the destination before retrying it. An attachment with `available: false` records historical output whose file is no longer at that path.
+</Accordion>
+
+## Restore or discuss a file
+
+Read `/v1/files/versions` to inspect saved versions before restoring one. Download a selected version through `/versions/content` with its `path` and `commit`. A missing version returns 404 instead of the current file.
+
+Restoring one file preserves the replaced bytes as a version first. Other files remain unchanged. If preservation fails, review the history warning before allowing any loss.
+
+File comments can attach a note to a quoted passage, slide, sheet range, or image region. Creating a comment does not start an Agent run.
+
+<Accordion title="Project endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/projects` | List projects. Follow `next_cursor` as `after`. |
+  | `POST /v1/projects` | Create a project. Its name becomes its ID. |
+  | `GET /v1/projects/{project_id}` | Read details and conversation counts. |
+  | `PATCH /v1/projects/{project_id}` | Change description, icon, labels, archive, or pin settings. Does not rename it. |
+  | `DELETE /v1/projects/{project_id}` | Delete its conversations and files, then retire schedules. |
+  | `GET /v1/projects/{project_id}/export` | Stream an export download, not JSON. |
+  | `GET /v1/projects/{project_id}/search` | Search project files with `q`. |
+  | `GET /v1/projects/{project_id}/files/origins` | Read recorded file provenance. Missing entries mean unknown origin. |
+  | `PATCH /v1/projects/{project_id}/files/pins` | Add or remove relative paths such as `files/report.pdf`. |
+
+  Names use 1 to 64 ASCII letters, digits, single spaces, hyphens, or underscores, starting with a letter or digit. URL-encode names in paths.
+
+  Deleting Home also removes its work. An empty Home is recreated on first use. Retry a failed deletion to finish schedule cleanup. If you reuse the project name, deletion addresses the new project.
+</Accordion>
+
+<Accordion title="Upload endpoints and recovery">
+  | Method and path | Use |
+  | --- | --- |
+  | `POST /v1/uploads` | Prepare transfer with `file_name`, `mime_type`, and byte `file_size`. |
+  | `POST /v1/uploads/confirm` | Confirm transfer with `id`. Repeating confirmation is safe. |
+  | `GET /v1/uploads/{upload_id}` | Read import progress and the final `target_path`. |
+  | `GET /v1/uploads` | List receipts, following `next_cursor` as `after`. |
+  | `DELETE /v1/uploads/{file_id}` | Cancel a pending transfer or dismiss a saved-file history warning. |
+
+  Save an `Idempotency-Key` when preparing a transfer. Retrying the same settings returns its receipt. Changed settings return 409. At most four uploads can be pending.
+
+  A retry after transfer credentials expire can return a receipt without `upload_url`. Read or confirm that upload before starting another. A processing or completed receipt needs no repeat transfer.
+
+  Confirmation can return 200 while import is still processing. Poll until a final status. Receipts remain for seven days after completion. Receipt expiry does not delete the saved file.
+
+  Cancelling a pending upload removes temporary bytes. Dismissing `history_unavailable` keeps the saved file. This endpoint does not delete workspace content.
+</Accordion>
+
+<Accordion title="File, history, and comment endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/files` | Browse a directory, optionally recursively. Keep filters while following `next_cursor`. |
+  | `GET /v1/files/stat` | Read metadata for a workspace `path`. |
+  | `GET /v1/files/read` | Read UTF-8 content and its revision. |
+  | `GET /v1/files/download` | Stream raw bytes and download headers. |
+  | `PUT /v1/files/text` | Write text, optionally with a revision or `overwrite: false`. |
+  | `POST /v1/files/edit` | Replace matching text. `replace_all: true` changes every occurrence. |
+  | `POST /v1/files/directories` | Create a directory. `recursive: true` creates missing parents. |
+  | `POST /v1/files/move` | Move or rename. Existing destinations require explicit overwrite. |
+  | `POST /v1/files/copy` | Copy. Directory copies require `recursive: true`. |
+  | `DELETE /v1/files` | Supply `path` in the query. Nonempty directories also need `recursive=true`. |
+  | `POST /v1/files/batch-delete` | Delete selected paths and report each result. |
+  | `GET /v1/files/versions` | List history and the current file fingerprint. |
+  | `PATCH /v1/files/versions` | Rename a recorded version. |
+  | `GET /v1/files/versions/{commit}` | Read version metadata without its bytes. |
+  | `GET /v1/files/versions/content` | Download the selected version's exact bytes. |
+  | `POST /v1/files/versions/restore` | Restore one file, preserving the replaced version first. |
+  | `GET /v1/files/comments` | Read file comments across conversations. |
+  | `POST /v1/files/comments` | Add a note with a passage or object anchor. |
+  | `PATCH /v1/files/comments` | Edit a note, anchor, or status. |
+  | `DELETE /v1/files/comments` | Remove a comment by ID. |
+
+  Script-created files may have no history until delivered. `versionable: false` means an overwrite cannot preserve the current bytes. Do not treat version history as a complete workspace backup.
+
+  File deletion revokes public links before removing content. If deletion fails, links remain revoked. Retry deletion to remove the remaining content.
+</Accordion>
diff --git a/content/docs/api/workflows/meta.json b/content/docs/api/workflows/meta.json
new file mode 100644
index 0000000..8e0971e
--- /dev/null
+++ b/content/docs/api/workflows/meta.json
@@ -0,0 +1,16 @@
+{
+  "title": "Shared workflows",
+  "icon": "workflow",
+  "defaultOpen": false,
+  "pages": [
+    "conversations",
+    "runs",
+    "streaming",
+    "agents",
+    "files",
+    "connections",
+    "schedules",
+    "workspace",
+    "usage"
+  ]
+}
diff --git a/content/docs/api/workflows/runs.mdx b/content/docs/api/workflows/runs.mdx
new file mode 100644
index 0000000..b3aa018
--- /dev/null
+++ b/content/docs/api/workflows/runs.mdx
@@ -0,0 +1,91 @@
+---
+title: Runs and recovery
+sidebarTitle: Runs and recovery
+icon: activity
+description: Follow accepted work, recover after a disconnection, and stop a run deliberately.
+---
+
+Submitting an input returns a receipt with `thread_id`, `input_id`, and `run_id`. Save all three. **202 means accepted, not completed.**
+
+Read `GET /v1/threads/{thread_id}/runs/{run_id}` to check progress. Read `GET /v1/threads/{thread_id}/state` for queued work and pending actions.
+
+## Understand the status
+
+| Status | What to do |
+| --- | --- |
+| `queued` or `running` | Wait, then read again. |
+| `waiting_action` | Read the pending approval or connection request in thread state. |
+| `held` | Inspect the state and queued inputs before resuming. |
+| `completed` | Read all saved result pages and check the answer. |
+| `failed` or `cancelled` | Read the error and any saved results before submitting more work. |
+
+A completed run can contain a failed tool call. A failed run can still have changed an external service. Check the results against the requested task.
+
+## Recover after a timeout
+
+- If the submission response was lost, retry the same body with the same `Idempotency-Key`.
+- If you received a receipt, read that run and its [saved items](/api/workflows/conversations#read-message-history).
+- If a stream closes, reconnect for new events and read saved state for missed results.
+
+A client timeout does not cancel work. Creating a new key can start another execution.
+
+Input retry receipts remain until 24 hours after completion. After that, inspect the saved run before deciding whether to submit new work. Runs remain readable until their conversation is deleted.
+
+<Accordion title="Thread created, but the first input failed">
+  An error from `POST /v1/threads` can include `error.details.thread_id`. Save that ID and inspect the thread state. Its presence does not prove input acceptance.
+
+  After resolving the cause, send the original input and key to that thread's `/inputs` endpoint. This can recover an uncertain acceptance within the retry window.
+</Accordion>
+
+## Stop work
+
+Use `POST /v1/threads/{thread_id}/runs/{run_id}/cancel` for one run. Use `POST /v1/threads/{thread_id}/stop` for the conversation.
+
+Read the state until execution stops. A cancellation acknowledgement does not prove that a tool has stopped, and cancellation cannot undo a completed external action.
+
+Use the **Recovery and cancellation** examples in your [workspace's full reference](/api#choose-your-workspace) for retries, held inputs, and cancellation.
+
+## Decide whether to retry
+
+A failed run does not become a new execution when you resend its old key. Read its results before choosing a new message and key.
+
+For temporary read failures, delay retries with backoff and a maximum wait. Honor `Retry-After`. Do not retry when `error.retryable` is explicitly false.
+
+For an uncertain write, use that operation's documented retry mechanism. Input keys, upload keys, schedule IDs, and configuration revisions solve different problems. They are not interchangeable.
+
+<Accordion title="Errors and request identity">
+  | Response | Action |
+  | --- | --- |
+  | 400 or 422 | Correct the request fields. |
+  | 401 | Replace the credential or sign in again. |
+  | 402 | Check the account allowance and any `resets_at` value. |
+  | 403 | Use the required access level or signed-in app session. |
+  | 404 | Check the workspace and resource ID. The resource may no longer exist. |
+  | 409 | Read the resource before resolving the conflict. Keep unsent edits. |
+  | 410 | Follow the error's instructions for the expired resource or approval. |
+  | 413 or 507 | Reduce the transfer or free workspace storage. |
+  | 408, 429, 500, 502, 503, or 504 | Retry transient reads with a delay. Preserve keys for uncertain writes. |
+
+  Errors include `error.code` and `error.message`, with details and retry guidance where available. Keep `request_id` or `X-Request-ID` for support. A request ID is not an idempotency key.
+
+  Use UUIDs for new input keys. Accepted characters are ASCII letters, digits, `_`, `-`, `.`, `:`, and `@`, with a maximum of 128 characters. A single dot, consecutive dots, and the `agent-turn:` and `agent-result:` prefixes are reserved.
+
+  For historical run IDs containing `/`, use `GET /v1/runs` with URL-encoded `thread_id` and `run_id` query parameters. Read output through the items endpoint's `run_id` filter.
+</Accordion>
+
+<Accordion title="Run endpoints and admission limits">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/runs` | List saved runs or find one through query filters. |
+  | `GET /v1/threads/{thread_id}/runs` | List a conversation's runs. Follow `next_cursor` as `after`. |
+  | `GET /v1/threads/{thread_id}/runs/{run_id}` | Read status, error, and recorded execution settings. |
+  | `GET /v1/threads/{thread_id}/runs/{run_id}/usage` | Read recorded usage or `null` when unreported. |
+  | `POST /v1/threads/{thread_id}/runs/{run_id}/cancel` | Request cancellation of this run. |
+  | `POST /v1/threads/{thread_id}/stop` | Stop active work and hold follow-ups. |
+
+  An input accepts up to 200,000 text characters and 25 attachments. A thread holds up to 100 queued inputs and 50 steering inputs per active turn.
+
+  Each thread retains up to 1,000 recent input receipts. At capacity, admission refuses new work while preserving existing retry receipts. Waiting for a local timeout does not clear accepted work.
+
+  Merge `state.runs` by ID when reading multiple item pages. An old item without a saved run has an unknown outcome. Its text alone does not prove success.
+</Accordion>
diff --git a/content/docs/developers/api-ref/schedules.mdx b/content/docs/api/workflows/schedules.mdx
similarity index 71%
rename from content/docs/developers/api-ref/schedules.mdx
rename to content/docs/api/workflows/schedules.mdx
index 7b96da3..a68ac9e 100644
--- a/content/docs/developers/api-ref/schedules.mdx
+++ b/content/docs/api/workflows/schedules.mdx
@@ -36,8 +36,10 @@ Use an IANA timezone. At daylight-saving changes, skipped local times move forwa
 | Edit or pause | `PATCH /v1/schedules/{schedule_id}` |
 | Delete | `DELETE /v1/schedules/{schedule_id}` |
 
-List responses include last-run information. Use the fields in your [workspace's full reference](/developers/api-ref/authentication#choose-your-workspace) to edit the message, timing, or status.
+List responses include last-run information. Follow numbered `pagination.page` and `pages`. Use `attention=true` on `/v1/schedules` to find schedules needing review. Pause with `{"status":"paused"}` or resume with `{"status":"active"}` through PATCH. Read the schedule again to confirm its saved state.
 
-Deleting a schedule prevents future submissions. It does not cancel already accepted work. [Cancel that run separately](/developers/api-ref/runs#stop-work) if needed.
+Keep the schedule ID and unchanged settings when retrying creation. A new ID creates another schedule. To change between recurring and one-time timing, supply exactly one of `cron` or `at`.
+
+Deleting a schedule prevents future submissions. It does not cancel already accepted work. [Cancel that run separately](/api/workflows/runs#stop-work) if needed.
 
 On a daemon, the host must be awake for work to run. After downtime, missed recurring runs are combined into one catch-up run. Failed scheduled work can pause the schedule for attention.
diff --git a/content/docs/api/workflows/streaming.mdx b/content/docs/api/workflows/streaming.mdx
new file mode 100644
index 0000000..12c8c2a
--- /dev/null
+++ b/content/docs/api/workflows/streaming.mdx
@@ -0,0 +1,49 @@
+---
+title: Live updates
+icon: radio
+description: Show progress while retaining a complete, recoverable conversation.
+---
+
+Use live events for a responsive interface. Use saved state and items to recover the full result after a disconnection.
+
+After the [quickstart](/api/first-request), listen to its conversation:
+
+```bash
+curl --no-buffer --fail-with-body --silent --show-error \
+  "$FLUSO_API_URL/threads/$thread_id/events" \
+  -H "Authorization: Bearer $FLUSO_API_TOKEN"
+```
+
+The response uses Server-Sent Events (SSE). Each `data` field contains a `ThreadEvent` JSON object. A blank line ends the frame.
+
+## Connect without missing saved work
+
+1. Open the event stream.
+2. Read the thread's saved state and all item pages.
+3. Match updates by input, run, and item IDs.
+4. Replace temporary text with its saved item when that item arrives.
+5. Reconcile saved state periodically while work remains active.
+
+Repeat this sequence after reconnecting. `Last-Event-ID` does not replay missed events. A closed stream does not establish whether the run finished.
+
+When submitting an input with `stream: true`, save the initial `input.accepted` receipt before processing progress. It contains the IDs needed for recovery.
+
+## Render progress accurately
+
+Tool progress includes `progress.tool_start` and `progress.tool_end`. These describe a tool's execution. They are not instructions for your client to execute that tool.
+
+A tool preview can omit arguments or results. `args_truncated: true` means the arguments are incomplete. If the flag is absent, completeness is unknown. Use the pending approval's actual arguments when asking a user to approve work.
+
+For a daemon behind a proxy, disable response buffering for the event stream.
+
+Ignore unknown event types and keepalive comments. Buffer incomplete frames across network chunks. Use a streaming client that supports an Authorization header. Do not put tokens in the URL.
+
+<Accordion title="Relevant endpoints and runnable example">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/threads/{thread_id}/events` | Stream new events. Optional `input_id` follows one input. |
+  | `GET /v1/threads/{thread_id}/state` | Recover active work, queues, and pending actions. |
+  | `GET /v1/threads/{thread_id}/items` | Recover saved messages and tool results. Follow all pages. |
+
+  Your workspace's `/v1/examples/watch.mjs` combines these operations. It requires Node 22 or later. Run it with the quickstart's `thread_id` and optional `run_id`.
+</Accordion>
diff --git a/content/docs/developers/api-ref/usage.mdx b/content/docs/api/workflows/usage.mdx
similarity index 72%
rename from content/docs/developers/api-ref/usage.mdx
rename to content/docs/api/workflows/usage.mdx
index ff2591b..6d046b0 100644
--- a/content/docs/developers/api-ref/usage.mdx
+++ b/content/docs/api/workflows/usage.mdx
@@ -25,6 +25,6 @@ curl --fail-with-body --silent --show-error --get \
   --data-urlencode "run_id=$run_id"
 ```
 
-Set the API URL, token, and IDs through the [quickstart](/developers/api-ref/authentication#try-a-complete-request) first. Read access is sufficient for usage queries. They do not start workspace compute.
+Set the API URL, token, and IDs through the [quickstart](/api/first-request) first. Read access is sufficient for usage queries. They do not start workspace compute.
 
-Use your [workspace's endpoint reference](/developers/api-ref/authentication#choose-your-workspace) for all fields and filters. For daemon inference charges, check the model provider's billing as well.
+Use your [workspace's endpoint reference](/api#choose-your-workspace) for all fields and filters. For daemon inference charges, check the model provider's billing as well.
diff --git a/content/docs/api/workflows/workspace.mdx b/content/docs/api/workflows/workspace.mdx
new file mode 100644
index 0000000..2872402
--- /dev/null
+++ b/content/docs/api/workflows/workspace.mdx
@@ -0,0 +1,64 @@
+---
+title: Workspace tools
+icon: folder-cog
+description: Inspect skills, organize labels, and manage runtime readiness.
+---
+
+These operations support your conversations and Agents. They use the same Cloud account or daemon workspace as your other requests.
+
+## Choose skills for an Agent
+
+Read `GET /v1/agent/skills` to find available skill names. For example, inspect a document skill before selecting it for a meeting assistant.
+
+Built-in skills are already available. For a marketplace skill, read its detail and install it first. Then save its name in the [Agent's configuration](/api/workflows/agents).
+
+Selecting a missing skill does not install it. Removing a skill does not remove its name from existing Agent configurations.
+
+<Accordion title="Skill endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/agent/skills` | List built-in and workspace skills. |
+  | `GET /v1/agent/skills/marketplace` | Browse the installable catalog. |
+  | `GET /v1/agent/skills/marketplace/{skill_id}` | Read catalog and installation metadata. |
+  | `GET /v1/agent/skills/marketplace/{skill_id}/detail` | Review a skill's instructions before installation. |
+  | `GET /v1/agent/skills/repo/{skill_id}/detail` | Read a built-in skill's instructions. |
+  | `GET /v1/agent/skills/workspace/{skill_id}/detail` | Read an installed skill's instructions. |
+  | `POST /v1/agent/skills/marketplace/{skill_id}/install` | Install the selected catalog skill. |
+  | `DELETE /v1/agent/skills/marketplace/{skill_id}` | Remove its installed marketplace copy. |
+  | `DELETE /v1/agent/skills/workspace/{skill_id}` | Remove the named workspace skill directory. |
+
+  Reading a skill document does not execute it. After removal, update Agents that selected the skill or reinstall it.
+</Accordion>
+
+## Organize with labels
+
+Create a label, then use its returned ID in a project's or thread's `label_ids`. For example, one **Customer work** label can group related conversations and projects.
+
+<Accordion title="Label endpoints">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/agent/labels` | Read the label registry. |
+  | `POST /v1/agent/labels` | Create with `name` and optional hex `color`. |
+  | `PATCH /v1/agent/labels` | Send `id` with a changed `name`, `color`, or `order`. |
+  | `DELETE /v1/agent/labels` | Remove the query's `id`. Keep its conversations and files. |
+</Accordion>
+
+## Check runtime readiness
+
+Input submission starts the runtime when needed. Your integration usually needs no separate wake loop.
+
+| Method and path | Use |
+| --- | --- |
+| `GET /v1/agent/runtime/status` | Read execution and storage readiness. |
+| `POST /v1/agent/runtime/wake` | Start if needed, then wait for readiness without sending a chat message. |
+| `POST /v1/agent/runtime/stop` | Release compute while keeping saved workspace data. |
+
+A busy runtime can refuse a stop. Stop active work through its thread or run first. Respect `Retry-After` on temporary readiness errors.
+
+<Accordion title="Reset an entire workspace">
+  `POST /v1/agent/workspace/reset` is destructive. It clears conversations, projects, workspace files, and installed or custom workspace skills. It also retires schedules.
+
+  Saved Agents, their knowledge files, and account settings remain. Home is recreated automatically. Reassign Agents from removed projects before reopening their conversations. Reinstall the workspace skills they need.
+
+  Use individual file, thread, or project deletion for targeted cleanup.
+</Accordion>
diff --git a/content/docs/deployment-models.mdx b/content/docs/deployment-models.mdx
index 7b81954..d011922 100644
--- a/content/docs/deployment-models.mdx
+++ b/content/docs/deployment-models.mdx
@@ -71,4 +71,4 @@ Traces can include prompt and response text. For a dedicated or on-premises depl
 - Treat Azure VNet as future availability, not a current option.
 - Scope on-premises only after Fluso validates the infrastructure, residency, provider, telemetry, and support requirements.
 
-For a custom deployment, [contact Fluso](mailto:sales@premai.io). For the component boundaries behind these models, read [Architecture](/developers/api-ref/architecture).
+For a custom deployment, [contact Fluso](mailto:sales@premai.io). For the component boundaries behind these models, read [Architecture](/api/architecture).
diff --git a/content/docs/developers/api-ref/agents-and-versions.mdx b/content/docs/developers/api-ref/agents-and-versions.mdx
deleted file mode 100644
index c371695..0000000
--- a/content/docs/developers/api-ref/agents-and-versions.mdx
+++ /dev/null
@@ -1,54 +0,0 @@
----
-title: Agents and configuration
-sidebarTitle: Agents and configuration
-icon: bot
-description: Create a reusable Agent, choose its conversation, and update its instructions safely.
----
-
-An Agent adds saved instructions and capabilities to a conversation. Start with [API access](/developers/api-ref/authentication) for credentials and your workspace's complete endpoint reference.
-
-## Create an Agent
-
-Send `POST /v1/agents` with a saved `Idempotency-Key` and a body such as:
-
-```json
-{
-  "name": "Meeting assistant",
-  "instructions": "Turn my notes into a short meeting brief. List decisions needed and questions still open."
-}
-```
-
-Keep the returned `agent_id`. To use the Agent, send `POST /v1/threads` with that ID and an `input` message. To change its setup through conversation, also set `purpose: "manager"`.
-
-Opening the same Agent and purpose returns its existing conversation. Two callers share that conversation and its queue. For independent ordinary chats, omit `agent_id`.
-
-## Read the current configuration
-
-`GET /v1/agents/{agent_id}` returns the Agent and its `current_config_id`. Keep that ID before editing.
-
-## Publish an update
-
-Send only the changed fields to `PATCH /v1/agents/{agent_id}`, together with the ID you read:
-
-```json
-{
-  "base_config_id": "CURRENT_CONFIG_ID",
-  "instructions": "Turn my notes into a short meeting brief. Start with the decisions I need to make."
-}
-```
-
-An old `base_config_id` returns 409 instead of overwriting another edit. Read the latest configuration, review the difference, then retry your intended change.
-
-The main conversation uses saved changes on its next turn. Existing work sessions retain their configuration binding. `run.execution` records the configuration, provider, model, and reasoning effort used when execution starts.
-
-## Copies and sharing
-
-Duplication creates an independent Agent. Keep the same idempotency key when retrying duplication. The retry returns the original copy.
-
-Public sharing is Cloud-only. A shared Agent snapshot excludes credentials, conversations, and schedules. After importing, inspect `setup_requirements` and complete setup in its manager conversation. The recipient supplies credentials and consent.
-
-## Delete an Agent
-
-`DELETE /v1/agents/{agent_id}` deletes the Agent and its owned conversations and revokes its shared Agent link. Save the results you need first.
-
-For exact fields and sharing operations, use the [workspace API reference](/developers/api-ref/authentication#choose-your-workspace).
diff --git a/content/docs/developers/api-ref/authentication.mdx b/content/docs/developers/api-ref/authentication.mdx
deleted file mode 100644
index b5ff495..0000000
--- a/content/docs/developers/api-ref/authentication.mdx
+++ /dev/null
@@ -1,85 +0,0 @@
----
-title: API access
-sidebarTitle: API access
-icon: key-round
-description: Connect a script to your Cloud or daemon workspace, then send a first request.
----
-
-The account API lets an integration use the same conversations, Agents, and files as Fluso. Cloud and the daemon share these operations. You do not need a separate API project or a runtime ID.
-
-## Choose your workspace
-
-| Workspace | API base URL | Full guide and endpoint reference |
-| --- | --- | --- |
-| Fluso Cloud | `https://api.fluso.ai/v1` | **Settings → Developer tokens → API reference** in your app |
-| Fluso Dev | `https://api.dev.khichdi.cc/v1` | [Development API reference](https://api.dev.khichdi.cc/docs) |
-| Daemon, default local port | `http://127.0.0.1:4111/v1` | Open `http://127.0.0.1:4111/docs` on its host or through your tunnel |
-| Daemon, HTTPS | Your workspace URL followed by `/v1` | Your workspace URL followed by `/docs` |
-
-The reference includes request bodies, response fields, and runnable examples. Its OpenAPI schema is at `/v1/openapi.json`. A daemon lists the endpoints it supports. Cloud account administration and public sharing do not transfer to it.
-
-<Note>
-  These examples need the current account API. If **Developer tokens** is missing from your app, contact [support](mailto:support@premai.io) to confirm availability for your release.
-</Note>
-
-## Get a token
-
-### Fluso Cloud
-
-In **Fluso → Settings → Developer tokens**, create a token. Choose **Read only** to inspect existing data, or **Read and write** to submit work and edit it. Use **Read and write** for the quickstart below. Copy the secret when shown. It cannot be retrieved later.
-
-A write token can also connect services and approve individual tool calls. Managing credentials and permanent tool permissions requires a signed-in app session.
-
-### Your daemon
-
-Configure the [daemon](/workspaces) and its model provider first. On its host, run `./fluso-daemon pair` from the installed package folder. Exchange the one-use code at the daemon's address:
-
-```bash
-curl --fail-with-body --silent --show-error \
-  'http://127.0.0.1:4111/daemon/v1/pair' \
-  -H 'Content-Type: application/json' \
-  --data-raw '{"code":"PAIRING_CODE","name":"My integration"}'
-```
-
-Replace `PAIRING_CODE` before running. Save the returned `token` and client `id` privately. Codes expire after ten minutes. A device token grants read/write access to the owner's workspace, including tool approvals.
-
-Use `pair --manage-host` only when the client also needs provider settings, host-file access, or permission to invite devices. Remote connections require [HTTPS or an SSH tunnel](/workspaces/setup#connect-from-another-mac).
-
-## Try a complete request
-
-Open Bash in a new example directory. You need cURL 7.87 or later, `jq`, and `uuidgen` for the API examples. Check your version with `curl --version`. The example below uses a daemon. For Cloud, use your environment's URL from the table above. Set the token you saved:
-
-```bash
-export FLUSO_API_URL='http://127.0.0.1:4111/v1'
-export FLUSO_API_TOKEN='YOUR_TOKEN'
-```
-
-Keep real tokens out of source control, shared terminal recordings, and URLs. Use a secret store for deployed integrations.
-
-Download the example from that workspace. Read it before running:
-
-```bash
-curl --fail --silent --show-error \
-  "$FLUSO_API_URL/examples/quickstart.sh" -o quickstart.sh
-cat quickstart.sh
-```
-
-Then run it in the same Bash shell:
-
-```bash
-source quickstart.sh
-```
-
-The script creates a conversation, requests a short answer, waits for the run, and reads every result page. It keeps `thread_id`, `run_id`, `input_key`, and `input_body` for follow-ups.
-
-A timeout does not cancel accepted work. Do not rerun the quickstart to recover it: that creates a new request. Read the [saved run and results](/developers/api-ref/runs) instead.
-
-## Keep access under control
-
-Cloud developer tokens expire after 90 days by default. To rotate one, create a replacement in Settings, update your integration, verify it, then revoke the old token. Revocation can take up to 30 seconds to reach cached authentication and open streams.
-
-Daemon device tokens expire after 30 idle days. Authenticated use renews them. Revoke a device with `DELETE /daemon/v1/clients/{clientId}`. A device can revoke itself. Host-management access also permits revoking other devices.
-
-Native applications can use the Cloud browser sign-in flow instead of developer tokens. Follow **auth** in your app's **API reference**, including its code-verifier and refresh-token requirements. Do not reuse an old refresh token after rotation.
-
-Next: [conversations and results](/developers/api-ref/threads-and-messages).
diff --git a/content/docs/developers/api-ref/files-and-projects.mdx b/content/docs/developers/api-ref/files-and-projects.mdx
deleted file mode 100644
index 9f2b687..0000000
--- a/content/docs/developers/api-ref/files-and-projects.mdx
+++ /dev/null
@@ -1,59 +0,0 @@
----
-title: Files and projects
-sidebarTitle: Files and projects
-icon: folder-kanban
-description: Upload inputs, read saved output, and protect files from conflicting edits.
----
-
-Files and projects belong to the authenticated workspace. You do not need a runtime ID. Use the paths returned by the API, including saved attachments.
-
-## Projects
-
-Use `/v1/projects` to list or create projects. Read, update, or delete a project at `/v1/projects/{project_id}`. Project IDs are also storage names. Keep the exact returned value when building paths.
-
-Deleting a project deletes its conversations and files, then retires their schedules. Save needed results before deletion. See your [workspace's endpoint reference](/developers/api-ref/authentication#choose-your-workspace) for export and deletion behavior.
-
-## Read a text file
-
-After [setting your API URL and token](/developers/api-ref/authentication), run:
-
-```bash
-curl --fail-with-body --silent --show-error --get \
-  "$FLUSO_API_URL/files/read" \
-  -H "Authorization: Bearer $FLUSO_API_TOKEN" \
-  --data-urlencode 'path=/projects/Home/files/notes.md'
-```
-
-Use `GET /v1/files` to browse and `GET /v1/files/download` for file bytes. A text read includes a `revision` for safe replacement.
-
-## Upload a file
-
-1. Create an upload with `POST /v1/uploads`, its filename, MIME type, size, and a saved `Idempotency-Key`.
-2. Send the bytes to `upload_url` in a multipart POST. Include all returned `upload_fields` unchanged, with the file last.
-3. Confirm with `POST /v1/uploads/confirm` and `{"id":"UPLOAD_ID"}`.
-4. Read `GET /v1/uploads/{upload_id}` until it finishes.
-5. Attach its returned `target_path` to a conversation input.
-
-Do not send your Fluso bearer token to `upload_url`.
-
-A `confirmed` upload is ready to attach. `history_unavailable` also means the file was saved, but its new version was not recorded. Show that warning. For `failed`, `cancelled`, or `conflict`, inspect the saved error before starting another transfer.
-
-If a request times out, read the existing upload. Starting another upload can duplicate work. Confirmed receipts do not guarantee that a file remains unchanged after later edits.
-
-The full reference includes runnable **upload**, **attach**, and **download** examples. It also covers expired transfer credentials and recovery without another transfer.
-
-## Edit without losing another change
-
-Use `PUT /v1/files/text` with `path`, `content`, and the latest `revision` to replace text. Use `overwrite: false` when creating a new file that must not replace an existing path.
-
-If another writer changed the file, read the new content and merge before retrying. Do not drop the revision check to force an overwrite.
-
-Text writes allow 1 MiB of UTF-8 content. Text reads default to 5 MiB. Use uploads and downloads for larger or binary files.
-
-<Accordion title="File history and partial results">
-  Versions and comments apply to ordinary files under `/files/` and `/projects/{project_id}/files/`, excluding hidden directories.
-
-  Replacement refuses to lose existing history unless you explicitly permit it with `allow_history_loss: true`. Treat that option as a data-loss decision. For uploads, changing a failed request requires a new key. Retrying the old key returns its saved failure.
-
-  A directory copy can partly succeed. Inspect the destination before retrying it. An attachment with `available: false` records historical output whose file is no longer at that path.
-</Accordion>
diff --git a/content/docs/developers/api-ref/meta.json b/content/docs/developers/api-ref/meta.json
deleted file mode 100644
index cb5d332..0000000
--- a/content/docs/developers/api-ref/meta.json
+++ /dev/null
@@ -1,16 +0,0 @@
-{
-  "title": "For developers",
-  "icon": "code-xml",
-  "defaultOpen": false,
-  "pages": [
-    "authentication",
-    "threads-and-messages",
-    "agents-and-versions",
-    "files-and-projects",
-    "schedules",
-    "runs",
-    "sharing",
-    "usage",
-    "architecture"
-  ]
-}
diff --git a/content/docs/developers/api-ref/runs.mdx b/content/docs/developers/api-ref/runs.mdx
deleted file mode 100644
index b3b05f8..0000000
--- a/content/docs/developers/api-ref/runs.mdx
+++ /dev/null
@@ -1,46 +0,0 @@
----
-title: Runs and recovery
-sidebarTitle: Runs and recovery
-icon: activity
-description: Follow accepted work, recover after a disconnection, and stop a run deliberately.
----
-
-Submitting an input returns a receipt with `thread_id`, `input_id`, and `run_id`. Save all three. **202 means accepted, not completed.**
-
-Read `GET /v1/threads/{thread_id}/runs/{run_id}` to check progress. Read `GET /v1/threads/{thread_id}/state` for queued work and pending actions.
-
-## Understand the status
-
-| Status | What to do |
-| --- | --- |
-| `queued` or `running` | Wait, then read again. |
-| `waiting_action` | Read the pending approval or connection request in thread state. |
-| `held` | Inspect the state and queued inputs before resuming. |
-| `completed` | Read all saved result pages and check the answer. |
-| `failed` or `cancelled` | Read the error and any saved results before submitting more work. |
-
-A completed run can contain a failed tool call. A failed run can still have changed an external service. Check the results against the requested task.
-
-## Recover after a timeout
-
-- If the submission response was lost, retry the same body with the same `Idempotency-Key`.
-- If you received a receipt, read that run and its [saved items](/developers/api-ref/threads-and-messages#read-message-history).
-- If a stream closes, reconnect for new events and read saved state for missed results.
-
-A client timeout does not cancel work. Creating a new key can start another execution.
-
-Input retry receipts remain until 24 hours after completion. After that, inspect the saved run before deciding whether to submit new work. Runs remain readable until their conversation is deleted.
-
-<Accordion title="Thread created, but the first input failed">
-  An error from `POST /v1/threads` can include `error.details.thread_id`. Save that ID and inspect the thread state. Its presence does not prove input acceptance.
-
-  After resolving the cause, send the original input and key to that thread's `/inputs` endpoint. This can recover an uncertain acceptance within the retry window.
-</Accordion>
-
-## Stop work
-
-Use `POST /v1/threads/{thread_id}/runs/{run_id}/cancel` for one run. Use `POST /v1/threads/{thread_id}/stop` for the conversation.
-
-Read the state until execution stops. A cancellation acknowledgement does not prove that a tool has stopped, and cancellation cannot undo a completed external action.
-
-Use the **Recovery and cancellation** examples in your [workspace's full reference](/developers/api-ref/authentication#choose-your-workspace) for retries, held inputs, and cancellation.
diff --git a/content/docs/developers/api-ref/sharing.mdx b/content/docs/developers/api-ref/sharing.mdx
deleted file mode 100644
index 47c6309..0000000
--- a/content/docs/developers/api-ref/sharing.mdx
+++ /dev/null
@@ -1,54 +0,0 @@
----
-title: Sharing
-sidebarTitle: Sharing
-icon: share-2
-description: Publish a revocable Agent snapshot and import an independent copy.
----
-
-Public sharing is Cloud-only. Sharing an Agent stores a public snapshot. It does not expose a live view of the owner's workspace. Owner routes require [authentication](/developers/api-ref/authentication). A public snapshot read does not.
-
-## Publish and revoke
-
-| Method and path | Behavior |
-| --- | --- |
-| `GET /v1/agents/{agent_id}/share-options` | Available custom skills, knowledge, and custom connections |
-| `GET /v1/agents/{agent_id}/share` | Current link record or `null` |
-| `POST /v1/agents/{agent_id}/share` | Publish a snapshot |
-| `POST /v1/agent-shares/{share_id}/refresh` | Replace the snapshot at the same link |
-| `DELETE /v1/agent-shares/{share_id}` | Revoke the link |
-
-Publishing and refreshing accept a selection:
-
-```json
-{
-  "skills": [],
-  "knowledge_files": [],
-  "connectors": []
-}
-```
-
-Use IDs from share options for skills, knowledge names for `knowledge_files`, and server IDs for `connectors`. Instructions and portable settings are included even with empty selections. Selected skill folders and knowledge contents share limits of 20 MiB and 512 regular files. Symbolic links are rejected. Custom connection URLs with query parameters are excluded from share options.
-
-Review all selected contents and connection URLs before publishing. Stored authentication, conversations, routines, and project files are not bundled. See [Sharing and copies](/developers/guides/sharing) for the recipient experience.
-
-## Preview and import
-
-| Method and path | Behavior |
-| --- | --- |
-| `GET /v1/agent-templates` | Fluso starting-point snapshots |
-| `GET /v1/shared/agents/{share_id}` | Public setup, resource manifest, required filenames, and `published_at` |
-| `POST /v1/shared/agents/{share_id}/import` | Authenticated import into the recipient's workspace |
-
-```json
-{
-  "name": "My release reviewer",
-  "project_id": "Home",
-  "published_at": "<exact value from the preview>"
-}
-```
-
-Generate and save a new `Idempotency-Key` for each import. Reuse it and the unchanged body to recover an uncertain import without creating another copy. A changed snapshot returns a conflict rather than silently importing something different from the preview.
-
-The recipient gets independent setup and selected resource copies. Imported custom skills receive distinct names. App credentials are never inherited. Read the imported Agent's `setup_requirements`, then complete missing connections and consent in its manager conversation.
-
-A revoked link becomes unavailable. Unsupported older snapshots may require republication by their owner. Revocation does not delete copies already imported.
diff --git a/content/docs/developers/api-ref/threads-and-messages.mdx b/content/docs/developers/api-ref/threads-and-messages.mdx
deleted file mode 100644
index 89a4d3c..0000000
--- a/content/docs/developers/api-ref/threads-and-messages.mdx
+++ /dev/null
@@ -1,56 +0,0 @@
----
-title: Conversations and results
-sidebarTitle: Conversations and results
-icon: messages-square
-description: Submit work, continue a conversation, and read the complete saved answer.
----
-
-A **thread** is a conversation. An **input** is a message you submit. A **run** tracks the resulting work.
-
-Start with the runnable [API quickstart](/developers/api-ref/authentication#try-a-complete-request). These are the operations behind it.
-
-## Create a conversation
-
-Send `POST /v1/threads` with an `Idempotency-Key` and an input body:
-
-```json
-{
-  "input": "Explain three ways to check whether a source is reliable."
-}
-```
-
-Save the key and body before sending. The receipt returns `thread_id` and `run_id`. Use those values rather than deriving one from the other.
-
-To open a conversation without starting work, omit `input` and `attachments`. To use a saved Agent, include `agent_id`. Its main conversation is reused. `purpose: "manager"` opens its setup conversation.
-
-## Send a message
-
-Send `POST /v1/threads/{thread_id}/inputs` with the next `input` and a new key. If the conversation is busy, use `mode: "queue"` to wait or `mode: "steer"` to guide active work.
-
-A retry must keep the original key and unchanged body. Reusing a key with different content returns 409. A new key means new work.
-
-The **follow-up** example in your [workspace's reference](/developers/api-ref/authentication#choose-your-workspace) continues the quickstart conversation in the same shell.
-
-## Read message history
-
-Read `GET /v1/threads/{thread_id}/items?run_id={run_id}` for messages, tool results, and attachments belonging to a run. Omit the filter to read the conversation.
-
-Entries are in `data`. Read every page: pass `next_cursor` as `after` with the unchanged `revision`, until `next_cursor` is null. Keep filters unchanged between pages.
-
-If a snapshot edit or deletion causes a pagination conflict, discard the partial read and restart without `after` or `revision`. New messages alone do not invalidate the snapshot.
-
-Read the saved [run status](/developers/api-ref/runs) as well as the messages. An empty page does not prove the run finished or failed.
-
-## Follow live progress
-
-`GET /v1/threads/{thread_id}/events` streams Server-Sent Events. Submitting with `stream: true` starts with an `input.accepted` receipt. Save it before processing later events.
-
-Streams do not replay missed events. After reconnecting, read saved state and items. Ignore unknown event types and keepalive comments. Replace temporary text with its saved item to avoid showing it twice.
-
-Use the reference's **watch.mjs** example for a client that combines live updates, result pages, and recovery. It requires Node 22 or later.
-
-## Delete a conversation
-
-`DELETE /v1/threads/{thread_id}` deletes an ordinary conversation and stops its execution. Save needed results first. Agent main and manager conversations require deleting their Agent instead.
-
-Conversation deletion does not remove a separately published chat snapshot or all workspace files.
diff --git a/content/docs/developers/meta.json b/content/docs/developers/meta.json
index fb75c1d..550ecd7 100644
--- a/content/docs/developers/meta.json
+++ b/content/docs/developers/meta.json
@@ -6,7 +6,6 @@
     "improve",
     "schedules",
     "examples",
-    "guides",
-    "api-ref"
+    "guides"
   ]
 }
diff --git a/content/docs/features/open-architecture.mdx b/content/docs/features/open-architecture.mdx
index c930355..76637dd 100644
--- a/content/docs/features/open-architecture.mdx
+++ b/content/docs/features/open-architecture.mdx
@@ -22,7 +22,7 @@ Different exports serve different purposes. A project ZIP is a file backup; a sh
 | **Audit logs** | In Fluso Admin, filter **Audit log**, then select **Export _N_ rows** | CSV containing the currently filtered rows from the latest 100 recorded identity and access events |
 | **Usage records** | In Fluso Admin, open **Observability → Export CSV** | CSV of the recorded daily gateway cost and token totals shown in the 14-day view |
 
-Project ZIPs skip dotted runtime entries and symbolic links. They do not serve as a complete conversation archive. Use the [Threads and messages API](/developers/api-ref/threads-and-messages#read-message-history) when you need persisted chat records in a system you control.
+Project ZIPs skip dotted runtime entries and symbolic links. They do not serve as a complete conversation archive. Use the [Threads and messages API](/api/workflows/conversations#read-message-history) when you need persisted chat records in a system you control.
 
 ## Skills stay readable
 
@@ -52,4 +52,4 @@ These exports are independent snapshots. Later Fluso changes do not silently rew
 
 ## APIs for continuous access
 
-Use [API access](/developers/api-ref/authentication) when a one-time download is not enough. The account API covers Agents, conversations, files, schedules, runs, and usage on Cloud and [daemon workspaces](/workspaces). Authenticate with a Cloud developer token or a paired daemon token. Store only the data your integration needs.
+Use [API access](/api/first-request) when a one-time download is not enough. The account API covers Agents, conversations, files, schedules, runs, and usage on Cloud and [daemon workspaces](/workspaces). Authenticate with a Cloud developer token or a paired daemon token. Store only the data your integration needs.
diff --git a/content/docs/features/projects.mdx b/content/docs/features/projects.mdx
index ab9e140..b685c95 100644
--- a/content/docs/features/projects.mdx
+++ b/content/docs/features/projects.mdx
@@ -41,7 +41,7 @@ Files created in project chats stay in the same workspace. That makes the projec
 
 On **Projects**, open the project's **•••** menu and select **Export as zip**. You can also open the project and select **Export**.
 
-The ZIP contains the project's regular files, their folder paths, `context.md`, and project metadata. It omits empty folders, dotted runtime entries, and symbolic links. Conversation history is separate; use **Share chat** for a reviewable snapshot or the [Threads API](/developers/api-ref/threads-and-messages#read-message-history) for persisted messages.
+The ZIP contains the project's regular files, their folder paths, `context.md`, and project metadata. It omits empty folders, dotted runtime entries, and symbolic links. Conversation history is separate; use **Share chat** for a reviewable snapshot or the [Threads API](/api/workflows/conversations#read-message-history) for persisted messages.
 
 ## Keep context in the right place
 
@@ -66,4 +66,4 @@ If you already have useful context in ChatGPT, Claude, or another agent, use [Im
 
 ## Next
 
-Read [Memory](/features/memory) for the context carried between chats, or [Files and projects](/developers/api-ref/files-and-projects) for the API.
+Read [Memory](/features/memory) for the context carried between chats, or [Files and projects](/api/workflows/files) for the API.
diff --git a/content/docs/index.mdx b/content/docs/index.mdx
index 5a95a8a..abc44c4 100644
--- a/content/docs/index.mdx
+++ b/content/docs/index.mdx
@@ -60,8 +60,8 @@ Pick a workflow that matches a problem you have right now. Each one is a story,
   <Card title="Agents (Beta)" icon="bot" href="/developers">
     Create an Agent, refine its setup, and return to its conversations, routines, and Inbox.
   </Card>
-  <Card title="Architecture" icon="network" href="/developers/api-ref/architecture">
-    Request flow, durable data boundaries, and replaceable components.
+  <Card title="Fluso API" icon="code-xml" href="/api">
+    Connect a script to Cloud or Fluso Local, submit work, and read the result.
   </Card>
   <Card title="Pricing" icon="credit-card" href="/resources/pricing">
     Plans, limits, billing.
diff --git a/content/docs/meta.json b/content/docs/meta.json
index 5319754..3d27ac8 100644
--- a/content/docs/meta.json
+++ b/content/docs/meta.json
@@ -12,6 +12,8 @@
     "[server-cog][Overview](/deployment-models)",
     "---Features---",
     "...features",
+    "---Fluso API---",
+    "...api",
     "---Fluso Local---",
     "...workspaces",
     "---Get started---",
diff --git a/content/docs/workspaces/index.mdx b/content/docs/workspaces/index.mdx
index 8aa99bd..26fe754 100644
--- a/content/docs/workspaces/index.mdx
+++ b/content/docs/workspaces/index.mdx
@@ -33,7 +33,7 @@ You install a background program called the **daemon** on the machine that will
 
 [Contact us](mailto:support@premai.io?subject=Fluso%20Local%20download) for the daemon download links. Include your operating system, processor type, and whether you use Fluso or Fluso Dev.
 
-The [setup guide](/workspaces/setup) checks your machine before installation. You do not need Docker or a source checkout. For use without the desktop app, follow [API access](/developers/api-ref/authentication) after setup.
+The [setup guide](/workspaces/setup) checks your machine before installation. You do not need Docker or a source checkout. For use without the desktop app, follow [API access](/api/first-request) after setup.
 
 ## Where your work stays
 
diff --git a/public/_redirects b/public/_redirects
index 538f7ab..f4c401b 100644
--- a/public/_redirects
+++ b/public/_redirects
@@ -37,12 +37,39 @@
 /developers/export-import-and-share-agents /developers/guides/sharing 301
 /developers/export-import-and-share-agents/ /developers/guides/sharing 301
 /llms.mdx/docs/developers/export-import-and-share-agents/content.md /llms.mdx/docs/developers/guides/sharing/content.md 301
-/developers/architecture /developers/api-ref/architecture 301
-/developers/architecture/ /developers/api-ref/architecture 301
-/llms.mdx/docs/developers/architecture/content.md /llms.mdx/docs/developers/api-ref/architecture/content.md 301
+/developers/architecture /api/architecture 301
+/developers/architecture/ /api/architecture 301
+/llms.mdx/docs/developers/architecture/content.md /llms.mdx/docs/api/architecture/content.md 301
 /workspaces/macos /workspaces/setup 301
 /workspaces/macos/ /workspaces/setup 301
 /workspaces/linux /workspaces/setup 301
 /workspaces/linux/ /workspaces/setup 301
 /llms.mdx/docs/workspaces/macos/content.md /llms.mdx/docs/workspaces/setup/content.md 301
 /llms.mdx/docs/workspaces/linux/content.md /llms.mdx/docs/workspaces/setup/content.md 301
+/developers/api-ref/authentication /api/first-request 301
+/developers/api-ref/authentication/ /api/first-request 301
+/llms.mdx/docs/developers/api-ref/authentication/content.md /llms.mdx/docs/api/first-request/content.md 301
+/developers/api-ref/threads-and-messages /api/workflows/conversations 301
+/developers/api-ref/threads-and-messages/ /api/workflows/conversations 301
+/llms.mdx/docs/developers/api-ref/threads-and-messages/content.md /llms.mdx/docs/api/workflows/conversations/content.md 301
+/developers/api-ref/runs /api/workflows/runs 301
+/developers/api-ref/runs/ /api/workflows/runs 301
+/llms.mdx/docs/developers/api-ref/runs/content.md /llms.mdx/docs/api/workflows/runs/content.md 301
+/developers/api-ref/agents-and-versions /api/workflows/agents 301
+/developers/api-ref/agents-and-versions/ /api/workflows/agents 301
+/llms.mdx/docs/developers/api-ref/agents-and-versions/content.md /llms.mdx/docs/api/workflows/agents/content.md 301
+/developers/api-ref/files-and-projects /api/workflows/files 301
+/developers/api-ref/files-and-projects/ /api/workflows/files 301
+/llms.mdx/docs/developers/api-ref/files-and-projects/content.md /llms.mdx/docs/api/workflows/files/content.md 301
+/developers/api-ref/schedules /api/workflows/schedules 301
+/developers/api-ref/schedules/ /api/workflows/schedules 301
+/llms.mdx/docs/developers/api-ref/schedules/content.md /llms.mdx/docs/api/workflows/schedules/content.md 301
+/developers/api-ref/usage /api/workflows/usage 301
+/developers/api-ref/usage/ /api/workflows/usage 301
+/llms.mdx/docs/developers/api-ref/usage/content.md /llms.mdx/docs/api/workflows/usage/content.md 301
+/developers/api-ref/sharing /api/cloud/sharing 301
+/developers/api-ref/sharing/ /api/cloud/sharing 301
+/llms.mdx/docs/developers/api-ref/sharing/content.md /llms.mdx/docs/api/cloud/sharing/content.md 301
+/developers/api-ref/architecture /api/architecture 301
+/developers/api-ref/architecture/ /api/architecture 301
+/llms.mdx/docs/developers/api-ref/architecture/content.md /llms.mdx/docs/api/architecture/content.md 301
diff --git a/public/images/api/developer-token-form.png b/public/images/api/developer-token-form.png
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HcmV?d00001


From a77b49c9b9d086728530141cf0c049146afe2ef0 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Sun, 11 Oct 2026 21:10:15 +0200
Subject: [PATCH 16/18] docs: clarify schedule and device recovery

---
 content/docs/api/daemon/pairing.mdx      |  4 ++--
 content/docs/api/workflows/schedules.mdx | 10 +++++++---
 2 files changed, 9 insertions(+), 5 deletions(-)

diff --git a/content/docs/api/daemon/pairing.mdx b/content/docs/api/daemon/pairing.mdx
index f7ca039..1d06321 100644
--- a/content/docs/api/daemon/pairing.mdx
+++ b/content/docs/api/daemon/pairing.mdx
@@ -29,7 +29,7 @@ Replace the address for a remote daemon. Replace `PAIRING_CODE` with the code fr
 
 Save `token` privately. Keep the returned client `id` and `daemonId` with your connection settings. If that daemon identity changes later, pair again.
 
-Codes expire after ten minutes. A failed or lost exchange requires a new code. Device tokens expire after 30 idle days. Authenticated use renews them.
+Codes expire after ten minutes and work once. If the exchange response is lost, generate a new code. Device tokens expire after 30 idle days. Authenticated use renews them.
 
 <Note>
   A normal device token grants read/write workspace access, including tool approvals. Add `--manage-host` only for clients that also need machine administration.
@@ -49,7 +49,7 @@ Use the token as `Authorization: Bearer YOUR_TOKEN`. Browser requests must come
 
 Send `DELETE /daemon/v1/clients/{clientId}` to revoke a token. A device can revoke itself. Host-management access also permits listing and revoking other devices.
 
-Revocation closes that device's streams and prevents further access. It does not delete the workspace.
+Revocation closes that device's streams and prevents further access. The workspace, accepted work, and schedules remain. [Stop work](/api/workflows/runs#stop-work) or [pause schedules](/api/workflows/schedules) separately.
 
 <Accordion title="Connection endpoints">
   | Method and path | Access and use |
diff --git a/content/docs/api/workflows/schedules.mdx b/content/docs/api/workflows/schedules.mdx
index a68ac9e..87d9493 100644
--- a/content/docs/api/workflows/schedules.mdx
+++ b/content/docs/api/workflows/schedules.mdx
@@ -36,10 +36,14 @@ Use an IANA timezone. At daylight-saving changes, skipped local times move forwa
 | Edit or pause | `PATCH /v1/schedules/{schedule_id}` |
 | Delete | `DELETE /v1/schedules/{schedule_id}` |
 
-List responses include last-run information. Follow numbered `pagination.page` and `pages`. Use `attention=true` on `/v1/schedules` to find schedules needing review. Pause with `{"status":"paused"}` or resume with `{"status":"active"}` through PATCH. Read the schedule again to confirm its saved state.
+List responses include last-run information. Follow numbered `pagination.page` and `pages`. Use `attention=true` on `/v1/schedules` to find schedules needing review. Pause with `{"status":"paused"}` or resume with `{"status":"active"}` through PATCH. Check its entry in the schedule list after saving.
 
-Keep the schedule ID and unchanged settings when retrying creation. A new ID creates another schedule. To change between recurring and one-time timing, supply exactly one of `cron` or `at`.
+Keep the schedule ID and unchanged settings when retrying creation. A new ID creates another schedule.
+
+To switch between recurring and one-time timing, send only the new `cron` or `at` field. It replaces the previous timing. Omitted fields stay unchanged. Do not send `null` to clear fields.
 
 Deleting a schedule prevents future submissions. It does not cancel already accepted work. [Cancel that run separately](/api/workflows/runs#stop-work) if needed.
 
-On a daemon, the host must be awake for work to run. After downtime, missed recurring runs are combined into one catch-up run. Failed scheduled work can pause the schedule for attention.
+On a daemon, the host must be awake for work to run. After downtime, missed recurring runs are combined into one catch-up run.
+
+Delivery failures can pause a schedule. A failed accepted run does not automatically pause recurring work. A one-time schedule stops submitting after acceptance, even if its run later fails. Check `last_run.status` or the saved run for the outcome.

From 28e6f77dd74ed415d728bfa218907fa9b7160765 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Sun, 11 Oct 2026 22:59:29 +0200
Subject: [PATCH 17/18] docs: make API guides task-focused and remove outdated
 architecture

---
 AGENTS.md                                    |   2 +-
 components/diagrams.tsx                      | 319 -------------------
 content/docs/api/architecture.mdx            |  53 ---
 content/docs/api/cloud/client-sign-in.mdx    | 123 +++++--
 content/docs/api/first-request.mdx           |  80 +++--
 content/docs/api/index.mdx                   |   4 +-
 content/docs/api/meta.json                   |   3 +-
 content/docs/api/workflows/agents.mdx        | 112 ++++---
 content/docs/api/workflows/connections.mdx   |  76 +++--
 content/docs/api/workflows/conversations.mdx |  77 +++--
 content/docs/api/workflows/files.mdx         | 100 ++++--
 content/docs/api/workflows/meta.json         |   2 +-
 content/docs/api/workflows/runs.mdx          |  70 ++--
 content/docs/api/workflows/schedules.mdx     |  86 +++--
 content/docs/api/workflows/streaming.mdx     |  69 ++--
 content/docs/api/workflows/usage.mdx         |  45 ++-
 content/docs/api/workflows/workspace.mdx     |  46 ++-
 content/docs/deployment-models.mdx           |   2 +-
 public/_redirects                            |  15 +-
 19 files changed, 608 insertions(+), 676 deletions(-)
 delete mode 100644 content/docs/api/architecture.mdx

diff --git a/AGENTS.md b/AGENTS.md
index 1b2d00a..13d7b61 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -17,7 +17,7 @@ The navigation keeps Home first and sorts the top-level sections alphabetically.
 - **App setup** - `/integrations/{github, gmail, google-calendar, slack}`. Per-app permissions and prompts, not feature pages. All of them connect through the Apps tab of the Add MCP dialog.
 - **Deployment models** - `/deployment-models`. Current availability and operating boundaries for Fluso Cloud, dedicated AWS VPC, planned Azure VNet, and scoped on-premises deployments.
 - **Features** - `/features/*`. Approvals and permissions, Apps and MCP servers, Chat, Confidential mode, Imports, Memory, Projects, Skills, and Tasks.
-- **Fluso API** - `/api/*`. Start with access and a first request. Keep Cloud and daemon credentials and administration separate. Document shared workflows once. Each deployment's `/docs` and `/v1/openapi.json` own exact request and response schemas. Keep endpoint tables collapsed after the workflow. Preserve old API URLs with redirects.
+- **Fluso API** - `/api/*`. Start with access and a first request. Keep Cloud and daemon credentials and administration separate. Document shared workflows once under Use the API. Lead with a useful task, runnable requests, and the expected result. Reuse the deployment's example helpers. Put protocol details and recovery rules beside the step that needs them. Each deployment's `/docs` and `/v1/openapi.json` own exact request and response schemas. Keep endpoint tables collapsed after the workflow. Preserve old API URLs with redirects.
 - **Fluso Local** - `/workspaces/*`. Setup and everyday use on your own machine, followed by settings and maintenance. Keep macOS and Linux as choices inside one setup guide. Request daemon download links from support; do not publish unlisted release URLs. API access is documented under Fluso API.
 - **Get started** - `/going-deeper`, `/introduction`, `/quickstart`. These pages explain the path from first setup to daily use.
 - **Reference** - `/resources/{faq, legal, pricing}`. Legal links to the terms of service at `https://fluso.ai/terms` and privacy policy at `https://fluso.ai/privacy`; do not duplicate the policies in the docs.
diff --git a/components/diagrams.tsx b/components/diagrams.tsx
index 7bc4168..705f13f 100644
--- a/components/diagrams.tsx
+++ b/components/diagrams.tsx
@@ -1,14 +1,8 @@
 import {
-  Bot,
   Clock3,
-  Database,
   FileText,
   FolderClosed,
   MessageSquareText,
-  Network,
-  PlugZap,
-  Server,
-  ShieldCheck,
   Users,
 } from 'lucide-react';
 
@@ -208,316 +202,3 @@ export function KnowledgeGraphDiagram() {
     </figure>
   );
 }
-
-const architectureServices = [
-  {
-    label: 'Fluso client',
-    detail: 'Desktop or remote',
-    x: 10,
-    icon: MessageSquareText,
-  },
-  {
-    label: 'Edge',
-    detail: 'TLS + routing',
-    x: 162,
-    icon: ShieldCheck,
-  },
-  {
-    label: 'REST API',
-    detail: 'Identity + records',
-    x: 314,
-    icon: Server,
-  },
-  {
-    label: 'Agent gateway',
-    detail: 'Admission + routing',
-    x: 466,
-    icon: Network,
-    emphasis: true,
-  },
-  {
-    label: 'User runtime',
-    detail: 'Thread worker + tools',
-    x: 618,
-    icon: Bot,
-  },
-] as const;
-
-const architectureData = [
-  {
-    label: 'PostgreSQL',
-    detail: 'Platform records',
-    owner: 'REST API',
-    x: 380,
-    icon: Database,
-  },
-  {
-    label: 'Isolated user storage',
-    detail: 'Projects, sessions, Agents',
-    owner: 'Gateway + runtime',
-    x: 532,
-    icon: FolderClosed,
-  },
-] as const;
-
-const ARCHITECTURE_NODE_WIDTH = 132;
-
-function ArchitectureNode({
-  label,
-  detail,
-  x,
-  icon: Icon,
-  emphasis = false,
-}: {
-  label: string;
-  detail: string;
-  x: number;
-  icon: typeof FolderClosed;
-  emphasis?: boolean;
-}) {
-  return (
-    <g transform={`translate(${x} 54)`}>
-      <rect
-        className={
-          emphasis
-            ? 'fill-fd-primary/10 stroke-fd-primary/50'
-            : 'fill-fd-card stroke-fd-border'
-        }
-        width={ARCHITECTURE_NODE_WIDTH}
-        height="76"
-        rx="10"
-        strokeWidth="1.5"
-      />
-      <Icon
-        aria-hidden="true"
-        className={
-          emphasis ? 'text-fd-primary' : 'text-fd-muted-foreground'
-        }
-        x={ARCHITECTURE_NODE_WIDTH / 2 - 8}
-        y="11"
-        width="16"
-        height="16"
-      />
-      <text
-        className="fill-fd-foreground text-[14px] font-semibold"
-        x={ARCHITECTURE_NODE_WIDTH / 2}
-        y="45"
-        textAnchor="middle"
-      >
-        {label}
-      </text>
-      <text
-        className="fill-fd-muted-foreground text-[11px]"
-        x={ARCHITECTURE_NODE_WIDTH / 2}
-        y="63"
-        textAnchor="middle"
-      >
-        {detail}
-      </text>
-    </g>
-  );
-}
-
-export function ArchitectureDiagram() {
-  return (
-    <figure
-      aria-labelledby="architecture-caption"
-      className="not-prose my-6 overflow-hidden rounded-xl border bg-fd-muted/30 p-3 sm:p-5"
-    >
-      <p className="mb-2 text-xs text-fd-muted-foreground sm:hidden">
-        Scroll horizontally to view the full diagram.
-      </p>
-      <div
-        aria-label="Scrollable architecture diagram"
-        className="overflow-x-auto"
-        tabIndex={0}
-      >
-        <svg
-          role="img"
-          aria-labelledby="architecture-title architecture-description"
-          className="h-auto w-full min-w-[760px]"
-          viewBox="0 0 760 386"
-        >
-          <title id="architecture-title">
-            Fluso request and data boundaries
-          </title>
-          <desc id="architecture-description">
-            A Fluso client sends an authenticated request through the edge, REST
-            API, Agent gateway, and a user runtime. The API owns platform
-            records. The gateway and runtime use durable workspace storage. The
-            runtime queries knowledge and calls governed MCP servers.
-          </desc>
-
-          <defs>
-            <marker
-              id="architecture-arrow"
-              markerHeight="8"
-              markerWidth="8"
-              orient="auto"
-              refX="7"
-              refY="4"
-              viewBox="0 0 8 8"
-            >
-              <path className="fill-fd-muted-foreground" d="M0 0 8 4 0 8Z" />
-            </marker>
-          </defs>
-
-          <text
-            className="fill-fd-muted-foreground text-[11px] font-medium"
-            x="20"
-            y="24"
-          >
-            Request path
-          </text>
-
-          <g
-            className="stroke-fd-muted-foreground/70"
-            fill="none"
-            markerEnd="url(#architecture-arrow)"
-            strokeWidth="1.5"
-          >
-            <path d="M142 92H156" />
-            <path d="M294 92H308" />
-            <path d="M446 92H460" />
-            <path d="M598 92H612" />
-            <path d="M380 130V204" />
-            <path d="M532 130V204" />
-            <path d="M684 130V204" />
-          </g>
-
-          {architectureServices.map((node) => (
-            <ArchitectureNode key={node.label} {...node} />
-          ))}
-
-          <rect
-            className="fill-fd-card stroke-fd-border"
-            x="302"
-            y="210"
-            width="448"
-            height="156"
-            rx="12"
-            strokeWidth="1.5"
-          />
-          <text
-            className="fill-fd-muted-foreground text-[11px] font-medium"
-            x="318"
-            y="235"
-          >
-            Data and context
-          </text>
-          <line
-            className="stroke-fd-border"
-            x1="318"
-            x2="734"
-            y1="250"
-            y2="250"
-          />
-          <line
-            className="stroke-fd-border"
-            x1="452"
-            x2="452"
-            y1="264"
-            y2="350"
-          />
-          <line
-            className="stroke-fd-border"
-            x1="602"
-            x2="602"
-            y1="264"
-            y2="350"
-          />
-
-          {architectureData.map(({ label, detail, owner, x, icon: Icon }) => (
-            <g key={label} transform={`translate(${x} 0)`}>
-              <Icon
-                aria-hidden="true"
-                className="text-fd-muted-foreground"
-                x="-8"
-                y="270"
-                width="16"
-                height="16"
-              />
-              <text
-                className="fill-fd-foreground text-[13px] font-semibold"
-                textAnchor="middle"
-                y="307"
-              >
-                {label}
-              </text>
-              <text
-                className="fill-fd-muted-foreground text-[10px]"
-                textAnchor="middle"
-                y="327"
-              >
-                {detail}
-              </text>
-              <text
-                className="fill-fd-muted-foreground text-[10px] font-medium"
-                textAnchor="middle"
-                y="349"
-              >
-                {owner}
-              </text>
-            </g>
-          ))}
-
-          <g transform="translate(684 0)">
-            <Bot
-              aria-hidden="true"
-              className="text-fd-muted-foreground"
-              x="-8"
-              y="267"
-              width="16"
-              height="16"
-            />
-            <text
-              className="fill-fd-foreground text-[13px] font-semibold"
-              textAnchor="middle"
-              y="301"
-            >
-              Runtime context
-            </text>
-            <g transform="translate(-68 314)">
-              <FileText
-                aria-hidden="true"
-                className="text-fd-muted-foreground"
-                width="13"
-                height="13"
-              />
-              <text
-                className="fill-fd-muted-foreground text-[10px]"
-                x="18"
-                y="11"
-              >
-                Knowledge service
-              </text>
-            </g>
-            <g transform="translate(-68 338)">
-              <PlugZap
-                aria-hidden="true"
-                className="text-fd-muted-foreground"
-                width="13"
-                height="13"
-              />
-              <text
-                className="fill-fd-muted-foreground text-[10px]"
-                x="18"
-                y="11"
-              >
-                MCP servers
-              </text>
-            </g>
-          </g>
-        </svg>
-      </div>
-
-      <figcaption
-        id="architecture-caption"
-        className="mt-1 text-center text-xs leading-relaxed text-fd-muted-foreground"
-      >
-        Compute, platform state, workspace data, knowledge, and external sources
-        meet through explicit service boundaries.
-      </figcaption>
-    </figure>
-  );
-}
diff --git a/content/docs/api/architecture.mdx b/content/docs/api/architecture.mdx
deleted file mode 100644
index 3d7ffa6..0000000
--- a/content/docs/api/architecture.mdx
+++ /dev/null
@@ -1,53 +0,0 @@
----
-title: Architecture
-sidebarTitle: Architecture
-icon: network
-description: Follow a message through the platform and understand what survives a runtime restart.
----
-
-Fluso separates the client, platform records, runtime compute, and durable user files. This explains why you can leave a chat, return to queued work, and reuse an Agent without rebuilding its setup.
-
-<ArchitectureDiagram />
-
-## From a message to a result
-
-1. The client sends an authenticated message with its conversation and request IDs.
-2. The backend checks identity and usage, then forwards work through the gateway to the user's runtime.
-3. The runtime admits the request into the conversation's durable queue. A session worker runs the turn with its accepted Agent setup.
-4. Tools read or change workspace files and call connected apps through MCP, subject to access and approval rules.
-5. Progress streams to the client. History and request state let it recover after a connection drops.
-
-A main Agent conversation and its Manager have separate histories. The Manager edits one Agent's setup. The main conversation performs its work and coordinates delegated sessions.
-
-## What is stored where
-
-| Boundary | Durable state |
-| --- | --- |
-| Platform database | User and access records, app connections, routine schedules, public share records |
-| User storage | Agent definitions, knowledge files, projects, skills, conversations, request ledgers, and queues |
-| Project working memory | Bounded summaries and evidence-backed observations within that project |
-| External apps | Their own data and actions. Selected results may be copied into Fluso by the requested work |
-
-Runtime compute can be suspended or replaced without deliberately deleting those stored records. Current deployment paths include local Docker, AWS ECS, and MicroVM runtimes with ZeroFS storage. Availability depends on the deployment.
-
-## Configuration and context are different
-
-A saved Agent edit creates a new configuration. The main conversation uses it on its next turn. Active turns and existing delegated sessions keep the setup they accepted. Skill files and project files remain live shared resources.
-
-Separate conversations do not imply separate private filesystems. Agents within one user's workspace can use its shared files. Project context and knowledge selection guide the model. They are not a filesystem security boundary.
-
-## Routine and result delivery
-
-The scheduler sends a due routine through normal request admission using a stable ID for that occurrence. A busy conversation queues it. The scheduler avoids another overlapping occurrence of the same routine, retries temporary delivery failures, and records problems for Inbox.
-
-Delegated sessions return requested results to their parent. The main conversation must still reconcile those results with the user's latest direction and actual files. A returned report does not grant approval for a new action.
-
-## Recovery is not rollback
-
-A dropped stream does not prove a run failed. The client reconciles with saved history and status. Runtime recovery can resume interrupted work, but an external action that already succeeded is not automatically undone.
-
-Use conversation history, routine state, and [run status](/api/workflows/runs) to distinguish queued work, approval waits, failures, and completed output. Avoid resubmitting an uncertain operation under a new ID without checking it.
-
-A [daemon workspace](/workspaces) runs the gateway and runtime on one owner's host. It stores its own account state and files. The desktop connects to it through authenticated native transport. Switching to Cloud does not move that data.
-
-See [API access](/api/first-request) for developer tokens, daemon pairing, and the account API reference.
diff --git a/content/docs/api/cloud/client-sign-in.mdx b/content/docs/api/cloud/client-sign-in.mdx
index d609a9e..30950c2 100644
--- a/content/docs/api/cloud/client-sign-in.mdx
+++ b/content/docs/api/cloud/client-sign-in.mdx
@@ -1,49 +1,120 @@
 ---
 title: Client sign-in
 icon: log-in
-description: Understand browser sign-in, access tokens, and refresh for Cloud clients.
+description: Let users sign in to a configured Cloud client and keep their session active.
 ---
 
-Use a [developer token](/api/cloud/tokens) for your own script. Native clients can use a browser sign-in flow and a renewable client session.
+For your own script or service, use a [developer token](/api/cloud/tokens). It needs no browser callback or refresh flow.
 
-The endpoints below support Fluso's client integrations. They are not an open redirect-registration service. The current browser callback supports configured Fluso handoffs, including Telegram. Contact [support](mailto:support@premai.io) before building a new client sign-in handoff.
+Use client sign-in when each person must connect their own Fluso account to a supported client. Fluso handles sign-in in the browser. Your client receives a one-use code and exchanges it for tokens.
 
-## Exchange browser sign-in for a session
+<Note>
+  A new client needs a configured Fluso callback. [Contact support](mailto:support@premai.io) before implementing that integration. These endpoints do not register arbitrary callback URLs.
+</Note>
 
-1. Generate a random PKCE `code_verifier` with 43 to 128 allowed characters.
-2. Compute its SHA-256 digest as unpadded base64url for `code_challenge`.
-3. Start sign-in with `client`, `client_user_id`, and that challenge.
-4. Open the returned sign-in URL in the user's browser.
-5. Complete the browser step under the user's Clerk app session.
-6. Exchange the returned code with the original verifier and client identifiers.
+## Sign in once
 
-The verifier can contain ASCII letters, digits, and `-._~`. PKCE binds the returned code to the client that started sign-in. Keep the verifier private until the exchange finishes.
+<Steps>
+  <Step title="Open Fluso sign-in">
+    Your client requests a sign-in URL. Open it in the user's browser.
+  </Step>
+  <Step title="Let the user sign in">
+    Fluso handles sign-in and returns a one-use code through your configured callback.
+  </Step>
+  <Step title="Exchange the code for tokens">
+    Your client sends the code with its private proof. Fluso returns tokens for API access and session renewal.
+  </Step>
+</Steps>
 
-The state expires after ten minutes. The returned code expires after five minutes and works once. If the exchange response is lost, restart sign-in.
+The proof, called **PKCE**, keeps another client from using the returned code. Generate it once for each sign-in attempt.
 
-The exchange returns `auth.access_token`, `auth.refresh_token`, `auth.expires_in`, `auth.session_id`, and the user. Use the access token in the `Authorization: Bearer` header. Store the refresh token privately.
+Use `auth.access_token` as `Authorization: Bearer TOKEN` for API requests. Save `auth.refresh_token` privately for renewal. `auth.expires_in` tells you when the access token expires.
 
-## Refresh without ending the session
+<Accordion title="Implement the sign-in exchange (Node.js)">
+  Use Node 22 or later. Set `baseUrl` to your Cloud API URL, including `/v1`. Use your configured `client` name. Set `clientUserId` to the user's stable ID within your client.
 
-Send the current `refresh_token` to `POST /v1/auth/client/refresh`. Save both replacement tokens together. Allow only one refresh at a time per client session.
+  Generate the proof and request the browser URL:
 
-The previous refresh token can recover the same token pair for 30 seconds. Reuse after that window revokes the session. Refresh extends the session's 30-day expiry. After a rejected refresh, sign in again.
+  ```javascript
+  import { randomBytes, createHash } from 'node:crypto';
 
-To sign out, send the refresh token to `/v1/auth/client/revoke`. Then remove the local credentials.
+  const baseUrl = 'https://api.fluso.ai/v1';
+  const client = 'YOUR_CONFIGURED_CLIENT';
+  const clientUserId = 'YOUR_CLIENT_USER_ID';
 
-<Accordion title="Client-session endpoints and required credentials">
+  const verifier = randomBytes(32).toString('base64url');
+  const challenge = createHash('sha256').update(verifier).digest('base64url');
+  const start = await fetch(`${baseUrl}/auth/client/start`, {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify({
+      client, client_user_id: clientUserId, code_challenge: challenge,
+    }),
+  });
+  if (!start.ok) throw new Error(`Sign-in could not start (${start.status})`);
+  const { url } = await start.json();
+  ```
+
+  Open `url` in the user's browser. Keep `verifier` on the initiating client. Do not log it or send it to the callback URL.
+
+  After the configured callback returns `code`, exchange it using the same client identity and verifier:
+
+  ```javascript
+  const exchange = await fetch(`${baseUrl}/auth/client/exchange`, {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify({
+      client, client_user_id: clientUserId, code, code_verifier: verifier,
+    }),
+  });
+  if (!exchange.ok) throw new Error(`Sign-in exchange failed (${exchange.status})`);
+  const { auth } = await exchange.json();
+  ```
+
+  Store `auth` in the client's credential store. It includes `access_token`, `refresh_token`, `expires_in`, `session_id`, and `user`.
+
+  The browser step calls `POST /v1/auth/client/complete` with the returned state under the user's Clerk app session. Current browser callbacks support configured Fluso handoffs, including Telegram. A developer token cannot perform that browser step.
+
+  Sign-in state expires after ten minutes. The returned code expires after five minutes and works once. If the exchange response is lost, start sign-in again.
+
+  For another language, generate a verifier with 43 to 128 ASCII letters, digits, or `-._~`. Its challenge is SHA-256 encoded as unpadded base64url.
+</Accordion>
+
+## Keep the session active
+
+Before the access token expires, send the saved refresh token to `POST /v1/auth/client/refresh`:
+
+```json
+{
+  "refresh_token": "YOUR_SAVED_REFRESH_TOKEN"
+}
+```
+
+The response contains replacement `access_token` and `refresh_token` values. Save both together before sending further requests. Allow only one refresh at a time for that session.
+
+<Accordion title="Recover a lost refresh response">
+  Retry the same refresh token within 30 seconds to recover the same replacement pair. Reusing it after that window revokes the session.
+
+  Refresh extends the session's 30-day expiry. If refresh is rejected, ask the user to sign in again. Do not create a new session for each API request.
+</Accordion>
+
+## Sign out
+
+Send the refresh-token body above to `POST /v1/auth/client/revoke`. Remove the local credentials after revocation.
+
+<Accordion title="Client-session endpoint reference">
   | Method and path | Required credential and use |
   | --- | --- |
-  | `POST /v1/auth/client/start` | PKCE challenge. Begin the browser handoff. |
-  | `POST /v1/auth/client/complete` | Clerk session and returned state. Issue the one-use code. |
-  | `POST /v1/auth/client/exchange` | Code, client identifiers, and original verifier. Issue tokens. |
-  | `POST /v1/auth/client/sessions` | Clerk session. Create a client session for an already signed-in app. |
-  | `GET /v1/auth/client/sessions` | Clerk session. List up to 100 active sessions, newest first. |
+  | `POST /v1/auth/client/start` | PKCE challenge. Request the browser URL. |
+  | `POST /v1/auth/client/complete` | Clerk app session and returned state. Issue the one-use code. |
+  | `POST /v1/auth/client/exchange` | Code, client identity, and original verifier. Issue tokens. |
+  | `POST /v1/auth/client/sessions` | Clerk app session. Create a client session for an already signed-in app. |
+  | `GET /v1/auth/client/sessions` | Clerk app session. List up to 100 active sessions, newest first. |
   | `DELETE /v1/auth/client/sessions/{session_id}` | Clerk session for any owned session, or a client token for itself. |
-  | `POST /v1/auth/client/refresh` | Current refresh token. Rotate the token pair. |
+  | `POST /v1/auth/client/refresh` | Refresh token. Rotate the token pair. |
   | `POST /v1/auth/client/revoke` | Refresh token. Revoke its session. Returns 204 even if already invalid. |
 
-  A client token does not grant account administration. In particular, developer-token management requires Clerk sign-in.
+  Client tokens cannot manage developer tokens. That operation requires Clerk sign-in.
 
-  Use your [deployment's schema](/api#find-the-exact-fields) for identifier constraints and response fields. Do not mint a new session for each API request.
+  Your [deployment's schema](/api#find-the-exact-fields) lists exact identifier constraints and response fields.
 </Accordion>
diff --git a/content/docs/api/first-request.mdx b/content/docs/api/first-request.mdx
index f1933ac..442489d 100644
--- a/content/docs/api/first-request.mdx
+++ b/content/docs/api/first-request.mdx
@@ -1,26 +1,28 @@
 ---
 title: Your first request
 icon: terminal
-description: Send a short task and read the complete answer from Cloud or your daemon.
+description: Send a message, get an answer, and keep the conversation open for follow-ups.
 ---
 
-This example creates a conversation, sends one message, and waits for its answer. It works with either workspace.
+This example asks Fluso to explain three ways to check a source. You get a complete answer and a conversation you can continue.
 
 ## 1. Get access
 
-Create a Cloud [developer token](/api/cloud/tokens) with **Read and write** access. For Fluso Local, get a [paired device token](/api/daemon/pairing) after configuring your model provider.
+For Cloud, create a [developer token](/api/cloud/tokens) with **Read and write** access. For Fluso Local, [pair a client](/api/daemon/pairing) after configuring its model provider.
 
-Open the **API reference** for your workspace to confirm API availability in that release.
+Open your workspace's [API reference](/api#find-the-exact-fields) to check availability in that release.
 
-Open Bash in a new example directory. The examples need cURL 7.87 or later, `jq`, and `uuidgen`.
+Start a Bash shell in a new, empty directory. You need cURL 7.87 or later, `jq`, and `uuidgen`.
 
-Set your [workspace's base URL](/api#choose-your-workspace):
+Set the URL for your workspace:
 
 ```bash
 export FLUSO_API_URL='https://api.fluso.ai/v1'
 ```
 
-Read the token without displaying it or placing it in your shell history:
+For Fluso Dev, use `https://api.dev.khichdi.cc/v1`. For a local daemon, use `http://127.0.0.1:4111/v1`. The token must belong to that workspace.
+
+Read your token without showing it or saving it in shell history:
 
 ```bash
 read -r -s -p 'Fluso token: ' FLUSO_API_TOKEN
@@ -28,53 +30,65 @@ echo
 export FLUSO_API_TOKEN
 ```
 
-Use a secret store in a deployed application. Keep tokens out of URLs, source control, logs, and screenshots.
-
-## 2. Send a message and read the answer
+## 2. Get an answer
 
-Download the example from your workspace:
+Download the example from that workspace:
 
 ```bash
 curl --fail --silent --show-error \
-  "$FLUSO_API_URL/examples/quickstart.sh" -o quickstart.sh
+  "$FLUSO_API_URL/examples/quickstart.sh" -o quickstart.sh &&
 cat quickstart.sh
 ```
 
-Read the script before running it. Then run it in the same Bash shell:
+Read the script, then run it in the same Bash shell:
 
 ```bash
 source quickstart.sh
 ```
 
-The script submits a short request, waits for its run, and reads every result page. It retains the IDs for your next message.
+It prints Fluso's answer after reading every result page. If work needs attention, it prints the run's status instead. Stop on an error and use [recovery](/api/workflows/runs) before submitting again.
 
-Here is the request pattern behind it:
+Keep this shell open. The other guides use the values and functions it provides:
 
-| Step | Request | Keep from the response |
-| --- | --- | --- |
-| Send work | `POST /v1/threads` with `input` and an `Idempotency-Key` | `thread_id`, `input_id`, `run_id` |
-| Check progress | `GET /v1/threads/{thread_id}/runs/{run_id}` | Status and any error |
-| Read the answer | `GET /v1/threads/{thread_id}/items?run_id={run_id}` | All result pages, including attachments |
+| Name | What it gives you |
+| --- | --- |
+| `thread_id` | The conversation to continue |
+| `run_id` | The work started by your message |
+| `input_key`, `input_body` | The exact request to reuse after a lost response |
+| `api` | An authenticated request to your chosen workspace |
+| `wait_for_run`, `read_run_items` | Wait for completion, then read all saved output |
 
-An **idempotency key** identifies one submitted message. Save it and the request body before sending. Reuse both if that request's response is lost.
-
-**202 means Fluso accepted the work.** Read the run status to learn whether it completed or needs your action.
+For example, `api "/threads/$thread_id/state"` reads the conversation's state. `api` adds the base URL and bearer token. It uses ordinary cURL options.
 
 <Note>
   A timeout does not cancel work. Do not rerun the quickstart to recover: it creates a new request. Read the [saved run](/api/workflows/runs) instead.
 </Note>
 
-## 3. Continue the conversation
+## 3. Continue from here
 
-Send the next message to `POST /v1/threads/{thread_id}/inputs` with a new key:
+[Send a follow-up](/api/workflows/conversations) to turn the answer into a checklist. You can also [attach a document](/api/workflows/files) or [create a reusable Agent](/api/workflows/agents).
 
-```json
-{
-  "input": "Give me one practical example for each suggestion.",
-  "mode": "queue"
-}
-```
+<Accordion title="What the example sends">
+  It sends `POST /v1/threads` with an `input` message and a new `Idempotency-Key`. The response identifies the accepted work:
+
+  ```json
+  {
+    "thread_id": "thread_example",
+    "input_id": "message-1",
+    "run_id": "message-1",
+    "disposition": "running"
+  }
+  ```
+
+  Save the returned IDs. Do not assume `input_id` and `run_id` are equal.
+
+  **202 means accepted.** The example reads `GET /v1/threads/{thread_id}/runs/{run_id}` until completion, then reads the items for that run.
+
+  An idempotency key identifies one submitted message. Save it and the body before sending. Reuse both after a lost response. A new key starts new work.
+</Accordion>
 
-The reference's `follow-up.sh` runs this step using the IDs from the quickstart. Its `cleanup.sh` removes the example resources when you finish.
+<Accordion title="Finish the example or use it in your application">
+  Save any output you need. Download `$FLUSO_API_URL/examples/cleanup.sh`, read it, then run `source cleanup.sh` in the same shell. It deletes the example conversation and any files created by the file examples.
 
-Next, learn to [read conversations](/api/workflows/conversations), [attach a file](/api/workflows/files), or [use an Agent](/api/workflows/agents).
+  The scripts are examples, not an SDK. In your application, store tokens in a secret store and save request IDs durably. Keep credentials out of URLs, source control, logs, and screenshots.
+</Accordion>
diff --git a/content/docs/api/index.mdx b/content/docs/api/index.mdx
index a63f8e8..db76408 100644
--- a/content/docs/api/index.mdx
+++ b/content/docs/api/index.mdx
@@ -44,10 +44,10 @@ The guides below explain how to combine those operations. Endpoint tables sit in
   <Card title="Daemon access" icon="server" href="/api/daemon/pairing">
     Pair a client with your own workspace.
   </Card>
-  <Card title="Conversations and results" icon="messages-square" href="/api/workflows/conversations">
+  <Card title="Send messages" icon="messages-square" href="/api/workflows/conversations">
     Continue work and retrieve the complete answer.
   </Card>
-  <Card title="Recovery and retries" icon="activity" href="/api/workflows/runs">
+  <Card title="Runs and retries" icon="activity" href="/api/workflows/runs">
     Handle a timeout without starting the same work twice.
   </Card>
 </CardGroup>
diff --git a/content/docs/api/meta.json b/content/docs/api/meta.json
index 79bec20..894994d 100644
--- a/content/docs/api/meta.json
+++ b/content/docs/api/meta.json
@@ -5,7 +5,6 @@
     "first-request",
     "cloud",
     "daemon",
-    "workflows",
-    "architecture"
+    "workflows"
   ]
 }
diff --git a/content/docs/api/workflows/agents.mdx b/content/docs/api/workflows/agents.mdx
index 7a8af91..a3ec4ac 100644
--- a/content/docs/api/workflows/agents.mdx
+++ b/content/docs/api/workflows/agents.mdx
@@ -1,77 +1,109 @@
 ---
-title: Agents and configuration
-sidebarTitle: Agents and configuration
+title: Use Agents
 icon: bot
-description: Create a reusable Agent, choose its conversation, and update its instructions safely.
+description: Create a meeting assistant, give it work, and improve its saved instructions.
 ---
 
-An Agent adds saved instructions and capabilities to a conversation. Start with [API access](/api/first-request) for credentials and your workspace's complete endpoint reference.
+An Agent keeps instructions for work you repeat. This example creates a meeting assistant that turns notes into decisions and open questions.
 
-## Create an Agent
+Use the Bash shell from [your first request](/api/first-request). It provides authenticated requests through `api`.
 
-Send `POST /v1/agents` with a saved `Idempotency-Key` and a body such as:
+## Create the assistant
 
-```json
-{
+```bash
+agent_key=$(uuidgen) &&
+agent_body='{
   "name": "Meeting assistant",
-  "instructions": "Turn my notes into a short meeting brief. List decisions needed and questions still open."
-}
+  "instructions": "Turn my notes into a meeting brief. List decisions needed and open questions."
+}' &&
+agent=$(api /agents \
+  -H "Idempotency-Key: $agent_key" \
+  -H 'Content-Type: application/json' -d "$agent_body") &&
+agent_id=$(printf '%s' "$agent" | jq -er '.agent_id')
 ```
 
-Keep the returned `agent_id`. To use the Agent, send `POST /v1/threads` with that ID and an `input` message. To change its setup through conversation, also set `purpose: "manager"`.
+This saves the Agent without starting a conversation. Keep `agent_id` for later use. If the response is lost, repeat the request with the same `agent_key` and `agent_body`.
 
-Opening the same Agent and purpose returns its existing conversation. Two callers share that conversation and its queue. For independent ordinary chats, omit `agent_id`.
+## Give it work
 
-## Read the current configuration
+Send a message with that Agent's ID:
 
-`GET /v1/agents/{agent_id}` returns the Agent and its `current_config_id`. Keep that ID before editing.
-
-## Publish an update
+```bash
+agent_input_key=$(uuidgen) &&
+agent_input_body=$(jq -nc --arg agent_id "$agent_id" \
+  '{agent_id: $agent_id,
+    input: ("Notes: Maya will send the revised budget on Thursday. " +
+            "We still need to choose a launch date. Prepare my meeting brief.")}') &&
+agent_receipt=$(api /threads \
+  -H "Idempotency-Key: $agent_input_key" \
+  -H 'Content-Type: application/json' -d "$agent_input_body") &&
+agent_thread_id=$(printf '%s' "$agent_receipt" | jq -er '.thread_id') &&
+agent_run_id=$(printf '%s' "$agent_receipt" | jq -er '.run_id')
+```
 
-Send only the changed fields to `PATCH /v1/agents/{agent_id}`, together with the ID you read:
+Read the answer with the quickstart's helpers. The parentheses keep your original conversation IDs unchanged:
 
-```json
-{
-  "base_config_id": "CURRENT_CONFIG_ID",
-  "instructions": "Turn my notes into a short meeting brief. Start with the decisions I need to make."
-}
+```bash
+(
+  thread_id=$agent_thread_id
+  run_id=$agent_run_id
+  wait_for_run && read_run_items | jq '.data'
+)
 ```
 
-An old `base_config_id` returns 409 instead of overwriting another edit. Read the latest configuration, review the difference, then retry your intended change.
+Opening this Agent again returns the same main conversation. Other callers share its history and queue. To open its setup conversation, include `purpose: "manager"` in the thread request.
 
-The main conversation uses saved changes on its next turn. Existing work sessions retain their configuration binding. `run.execution` records the configuration, provider, model, and reasoning effort used when execution starts.
+## Improve its instructions
 
-## Select capabilities and knowledge
+First read the current setup. Then send your edit with its `current_config_id`:
 
-Use skill names from [skill inventory](/api/workflows/workspace#choose-skills-for-an-agent) and connection IDs from [connection inventory](/api/workflows/connections).
+```bash
+agent=$(api "/agents/$agent_id") &&
+config_id=$(printf '%s' "$agent" | jq -er '.current_config_id') &&
+edit_body=$(jq -nc --arg base "$config_id" \
+  '{base_config_id: $base,
+    instructions: ("Turn my notes into a short meeting brief. " +
+                   "Start with decisions I need to make, then open questions. " +
+                   "Do not invent owners or dates.")}') &&
+api "/agents/$agent_id" -X PATCH \
+  -H 'Content-Type: application/json' -d "$edit_body"
+```
 
-For updates, omitted `skills` or `connectors` remain unchanged. `null` removes the selection restriction. An empty list or map explicitly selects none. A connector's `allow` policy still respects account consent.
+A 409 means another edit arrived first. Read the newer setup and review it before retrying. The main conversation uses saved changes on its next turn. Existing work sessions keep their saved configuration.
 
-To add knowledge, upload a file or copy a workspace file through the knowledge endpoints. Save the returned reference in `knowledge_files` with the current `base_config_id`. Storage alone does not attach it to the Agent.
+Next, [schedule this assistant](/api/workflows/schedules) using `agent_id` and `agent_thread_id`.
 
-Knowledge is a copy. Editing the original workspace file does not change that copy. Each Agent accepts up to 25 knowledge files, with a 20 MiB limit per file. Send `knowledge_files: []` to remove all selected knowledge.
+<Accordion title="Add skills, connections, or reference files">
+  Use skill names from [skill inventory](/api/workflows/workspace#choose-skills-for-an-agent) and server IDs from [connection inventory](/api/workflows/connections).
 
-<Accordion title="Reasoning effort and conversation boundaries">
-  Supported effort values are `off`, `minimal`, `low`, `medium`, `high`, and `xhigh`. An input's explicit effort overrides the Agent default. The runtime chooses the nearest supported effort, preferring a higher level before a lower one.
+  Omitted `skills` or `connectors` stay unchanged during an update. `null` removes the selection restriction. An empty list or map selects none. Connector `allow` still respects account consent.
 
-  Steering without an effort preserves the active turn's setting. An explicit change takes effect at the next execution attempt. It does not restart an in-flight model call.
+  Upload knowledge or copy a workspace file through the knowledge endpoints below. Add the returned reference to `knowledge_files` in an update with the current `base_config_id`.
 
-  Public clients can open main and manager conversations. They cannot create Agent work sessions directly. For independent ordinary conversations, omit `agent_id`.
+  Uploading alone does not attach knowledge to the Agent. Knowledge is a copy, so later edits to the original file do not change it.
 
-  All conversations share workspace files. Use distinct output paths for concurrent jobs that must not overwrite each other.
+  Each Agent accepts up to 25 knowledge files, each no larger than 20 MiB. Use `knowledge_files: []` to remove the selection.
 </Accordion>
 
-## Copies and sharing
+<Accordion title="Reasoning effort and conversation boundaries">
+  Supported effort values are `off`, `minimal`, `low`, `medium`, `high`, and `xhigh`. An input's explicit effort overrides the Agent default. The runtime chooses the nearest supported effort, preferring a higher level before a lower one.
+
+  Steering without an effort keeps the active setting. An explicit change applies at the next execution attempt, without restarting an in-flight model call.
 
-Duplication creates an independent Agent. Keep the same idempotency key when retrying duplication. The retry returns the original copy.
+  `run.execution` records the configuration, provider, model, and effort used when execution starts.
 
-Public sharing is Cloud-only. A shared Agent snapshot excludes credentials, conversations, and schedules. After importing, inspect `setup_requirements` and complete setup in its manager conversation. The recipient supplies credentials and consent.
+  Public clients open main and manager conversations, not Agent work sessions. Omit `agent_id` for independent ordinary conversations.
 
-## Delete an Agent
+  Conversations share workspace files. Use distinct output paths for concurrent jobs that must not overwrite each other.
+</Accordion>
 
-`DELETE /v1/agents/{agent_id}` deletes the Agent and its owned conversations and revokes its shared Agent link. Save the results you need first.
+<Accordion title="Copy, share, or delete an Agent">
+  Duplication creates independent setup. Retry it with the same idempotency key to recover the original copy.
 
-For exact fields and sharing operations, use the [workspace API reference](/api#choose-your-workspace).
+  [Public sharing](/api/cloud/sharing) is Cloud-only. Its snapshot excludes credentials, conversations, and schedules. After import, read `setup_requirements` and complete setup in the Manager conversation.
+
+  `DELETE /v1/agents/{agent_id}` removes the Agent, its owned conversations, and its schedules. It also revokes the Agent's share link. Save needed results before deletion.
+</Accordion>
 
 <Accordion title="Agent endpoints">
   | Method and path | Use |
diff --git a/content/docs/api/workflows/connections.mdx b/content/docs/api/workflows/connections.mdx
index f161543..f344585 100644
--- a/content/docs/api/workflows/connections.mdx
+++ b/content/docs/api/workflows/connections.mdx
@@ -1,50 +1,76 @@
 ---
 title: Connections and approvals
 icon: plug
-description: Connect custom MCP servers and handle the actions that pause a run.
+description: Connect a service once, then help users decide when Fluso needs permission.
 ---
 
-A connection lets Fluso use another service's tools. An approval decides whether a requested action may proceed. Connecting a service and approving a tool are separate steps.
+Your integration can use the services already connected to the same Fluso workspace. A connection gives access to tools. The user's permission settings decide which actions can proceed.
 
-Cloud offers [managed app sign-in](/api/cloud/apps) as well as custom MCP servers. A daemon uses its own custom connections.
+For an initial setup, connect the service in **Plugins → MCP** in Fluso. Cloud offers managed apps such as Google Workspace. Fluso Local uses custom MCP servers.
 
-## Connect a custom MCP server
+The examples below use `api`, `thread_id`, and `run_id` from [your first request](/api/first-request).
+
+## Handle a waiting run
+
+When a run reports `waiting_action`, read its pending action:
+
+```bash
+state=$(api "/threads/$thread_id/state") &&
+approval_url=$(printf '%s' "$state" | jq -er --arg run "$run_id" \
+  'first(.pending_actions[] | select(.run_id == $run)) | .url') &&
+approval_route=${approval_url#/v1} &&
+approval=$(api "$approval_route") &&
+printf '%s' "$approval" | jq '{kind, status, app_id, server_id, tool_name, arguments, expires_at}'
+```
 
-Start with a public HTTPS server URL. `POST /v1/mcp-oauth/probe` discovers its transport and authentication method without saving a connection.
+The action URL already starts with `/v1`. The example removes that prefix because `api` includes it. If there is no matching action, check the run again. It may have resumed or finished.
 
-| Server authentication | Start with |
+| Action kind | What to show the user |
 | --- | --- |
-| No authentication, bearer token, or API key | `POST /v1/mcp-oauth/connections/static` |
-| OAuth with automatic client registration | `POST /v1/mcp-oauth/sessions` |
-| OAuth with your own client registration | `POST /v1/mcp-oauth/sessions/byo-oauth` |
+| `mcp_connect` | The service they need to connect. Follow [managed app sign-in](/api/cloud/apps) or custom setup below. |
+| `mcp_tool` | The requested tool and its actual arguments, with a choice to allow or deny. |
 
-For OAuth, open the returned `authorization_url`. An `already_connected` response needs no redirect.
+For a **pending `mcp_tool` action**, send this only after the user approves the displayed call:
 
-On Cloud, finish with the callback's `completion_proof` under the initiating account. On a daemon, `/daemon/v1/oauth/callback` completes the connection directly. Poll the returned session ID until it is `connected` or reports an error.
+```bash
+api "$approval_route/decision" \
+  -H 'Content-Type: application/json' \
+  -d '{"decision":"allow","scope":"once"}'
+```
 
-Read connection inventory with `GET /v1/mcp-oauth/connections`. `needs_reauth` requires the user to reconnect. Inventory alone does not prove that the external server is reachable.
+Use `decision: "deny"` to refuse it. After either decision, follow the same run. Do not resend its input.
 
-## Handle a waiting run
+A 409 or 410 means the action needs another read. Do not approve a replacement without reviewing it. A successful decision saves consent, but does not mean the run completed.
 
-Read `state.pending_actions` from `GET /v1/threads/{thread_id}/state`.
+## Connect a custom MCP server
 
-- For `mcp_connect`, guide the user through the requested connection flow.
-- For a pending `mcp_tool`, read the approval and show its actual tool arguments for review.
+MCP is the protocol that lets a service expose tools to Fluso. Start with the service's public HTTPS endpoint.
 
-After the user approves that tool call, send this body to its approval decision endpoint:
+Probe the endpoint before saving it. Replace the example URL with your service's URL:
 
-```json
-{
-  "decision": "allow",
-  "scope": "once"
-}
+```bash
+api /mcp-oauth/probe \
+  -H 'Content-Type: application/json' \
+  -d '{"server_url":"https://your-service.example/mcp"}'
 ```
 
-Use `decision: "deny"` to refuse it. A developer write token can make this one-time decision. Permanent permissions require a Cloud app session or a paired daemon device.
+The response identifies its transport and authentication method. Choose the matching connection flow:
+
+| The service uses | Start with |
+| --- | --- |
+| No authentication, bearer token, or API key | `POST /v1/mcp-oauth/connections/static` |
+| OAuth with automatic client registration | `POST /v1/mcp-oauth/sessions` |
+| OAuth with your own client registration | `POST /v1/mcp-oauth/sessions/byo-oauth` |
+
+Open the returned `authorization_url` for OAuth. `already_connected` needs no sign-in. Wait for the session status to become `connected` before treating setup as complete.
 
-An acknowledgement saves the decision. Follow thread state or events to see work resume. Do not send another input to approve the existing request.
+<Accordion title="OAuth completion and connection recovery">
+  On Cloud, the callback submits `completion_proof` under the initiating account. On a daemon, `/daemon/v1/oauth/callback` completes it directly. Use the returned authorization URL unchanged.
 
-If the decision returns 409 or 410, read the action again. It may have changed or expired. Do not approve a replacement without reviewing it.
+  Read `GET /v1/mcp-oauth/connections` to inspect saved connections. `needs_reauth` means the user must reconnect. Saved inventory alone does not prove the service is reachable.
+
+  A developer write token can decide one-time tool approvals. Permanent rules require a Cloud app session or a paired daemon device.
+</Accordion>
 
 <Accordion title="Custom connection and tool-discovery endpoints">
   | Method and path | Use |
diff --git a/content/docs/api/workflows/conversations.mdx b/content/docs/api/workflows/conversations.mdx
index df41120..5816cdb 100644
--- a/content/docs/api/workflows/conversations.mdx
+++ b/content/docs/api/workflows/conversations.mdx
@@ -1,67 +1,76 @@
 ---
-title: Conversations and results
-sidebarTitle: Conversations and results
+title: Send messages
 icon: messages-square
-description: Submit work, continue a conversation, and read the complete saved answer.
+description: Continue a conversation and read its complete answer.
 ---
 
-A **thread** is a conversation. An **input** is a message you submit. A **run** tracks the resulting work.
+Turn the answer from [your first request](/api/first-request) into a checklist. Use the same Bash shell, which already has your token, `api` helper, and conversation IDs.
 
-Start with the runnable [API quickstart](/api/first-request). These are the operations behind it.
+A **thread** is the conversation. Each message you submit is an **input**. A **run** tracks the work that follows.
 
-## Create a conversation
+## Send a follow-up
 
-Send `POST /v1/threads` with an `Idempotency-Key` and an input body:
+Save a new key and message, then send them to the existing conversation:
 
-```json
-{
-  "input": "Explain three ways to check whether a source is reliable."
-}
+```bash
+input_key=$(uuidgen) &&
+input_body='{
+  "input": "Turn those checks into a three-item checklist.",
+  "mode": "queue"
+}' &&
+receipt=$(api "/threads/$thread_id/inputs" \
+  -H "Idempotency-Key: $input_key" \
+  -H 'Content-Type: application/json' -d "$input_body") &&
+run_id=$(printf '%s' "$receipt" | jq -er '.run_id')
 ```
 
-Save the key and body before sending. The receipt returns `thread_id` and `run_id`. Use those values rather than deriving one from the other.
+The receipt identifies this new run. If the conversation is busy, `queue` waits for the current work to finish. Use `steer` to guide active work instead.
 
-To open a conversation without starting work, omit `input` and `attachments`. To use a saved Agent, include `agent_id`. Its main conversation is reused. `purpose: "manager"` opens its setup conversation.
+Keep `input_key` and `input_body` if the response is lost. [Retry those same values](/api/workflows/runs), without generating another key.
 
-## Send a message
+## Read the answer
 
-Send `POST /v1/threads/{thread_id}/inputs` with the next `input` and a new key. If the conversation is busy, use `mode: "queue"` to wait or `mode: "steer"` to guide active work.
+The quickstart's helpers wait for the run and read every output page:
 
-A retry must keep the original key and unchanged body. Reusing a key with different content returns 409. A new key means new work.
+```bash
+wait_for_run &&
+items=$(read_run_items) &&
+printf '%s' "$items" | jq '.data[] | select(.type == "message" and .role == "assistant")'
+```
 
-The **follow-up** example in your [workspace's reference](/api#choose-your-workspace) continues the quickstart conversation in the same shell.
+You receive the saved assistant messages, including any attachments. A message can contain a file without text. Use each attachment's returned path to [download its content](/api/workflows/files).
 
-## Manage queued messages
+If the run needs approval or fails, `wait_for_run` stops and prints its status. Follow [Runs and retries](/api/workflows/runs) before sending more work.
 
-Read thread state before changing queued work. An active or completed input cannot be edited as a queued message.
+## Start a separate conversation
 
-Editing an input requires a new `Idempotency-Key` for that edit. Keep it when retrying the edit. If the input started meanwhile, a 409 preserves the conflict. Keep the user's draft instead of silently submitting replacement work.
+Send `POST /v1/threads` with an `input` and a new key, as the quickstart does. Omit `input` and `attachments` to open an empty conversation.
 
-A thread stop holds follow-up inputs. Resume a held input explicitly after reviewing state.
+Include `agent_id` to use a [saved Agent](/api/workflows/agents). Its main conversation is reused. Add `purpose: "manager"` to open that Agent's setup conversation.
 
 ## Read message history
 
-Read `GET /v1/threads/{thread_id}/items?run_id={run_id}` for messages, tool results, and attachments belonging to a run. Omit the filter to read the conversation.
-
-Entries are in `data`. Read every page: pass `next_cursor` as `after` with the unchanged `revision`, until `next_cursor` is null. Keep filters unchanged between pages.
-
-If a snapshot edit or deletion causes a pagination conflict, discard the partial read and restart without `after` or `revision`. New messages alone do not invalidate the snapshot.
+For your own client, use `GET /v1/threads/{thread_id}/items?run_id={run_id}`. Omit `run_id` to read the whole conversation.
 
-Read the saved [run status](/api/workflows/runs) as well as the messages. An empty page does not prove the run finished or failed.
+Entries are in `data`. Pass `next_cursor` as `after`, with the unchanged `revision`, until `next_cursor` is null. Keep filters unchanged. The `read_run_items` helper performs these steps for you.
 
-## Follow live progress
+An empty page does not prove completion. Check the [run status](/api/workflows/runs). To display progress while waiting, add [live updates](/api/workflows/streaming).
 
-`GET /v1/threads/{thread_id}/events` streams Server-Sent Events. Submitting with `stream: true` starts with an `input.accepted` receipt. Save it before processing later events.
+<Accordion title="Handle a changing conversation or queued message">
+  Edits or deletions can invalidate an item snapshot. On a pagination conflict, discard the partial read and restart without `after` or `revision`. New messages alone do not invalidate it.
 
-Streams do not replay missed events. After reconnecting, read saved state and items. Ignore unknown event types and keepalive comments. Replace temporary text with its saved item to avoid showing it twice.
+  Read thread state before editing queued work. Active or completed inputs cannot be edited as queued messages.
 
-See [live updates](/api/workflows/streaming) for a complete reconnect sequence and the runnable `watch.mjs` example.
+  A queued edit needs its own new `Idempotency-Key`. Keep that edit key on retries. If the input started meanwhile, keep the user's draft when the API returns 409.
 
-## Delete a conversation
+  Stopping a thread holds follow-up inputs. Review state before resuming a held input.
+</Accordion>
 
-`DELETE /v1/threads/{thread_id}` deletes an ordinary conversation and stops its execution. Save needed results first. Agent main and manager conversations require deleting their Agent instead.
+<Accordion title="Delete a conversation">
+  `DELETE /v1/threads/{thread_id}` stops and deletes an ordinary conversation. Save needed results first. Agent main and manager conversations require deleting their Agent instead.
 
-Conversation deletion does not remove a separately published chat snapshot or all workspace files.
+  Conversation deletion does not remove a separately published chat snapshot or all workspace files.
+</Accordion>
 
 <Accordion title="Conversation endpoints">
   | Method and path | Use |
diff --git a/content/docs/api/workflows/files.mdx b/content/docs/api/workflows/files.mdx
index 6b0b019..507084e 100644
--- a/content/docs/api/workflows/files.mdx
+++ b/content/docs/api/workflows/files.mdx
@@ -1,70 +1,100 @@
 ---
-title: Files and projects
-sidebarTitle: Files and projects
+title: Work with files
 icon: folder-kanban
-description: Upload inputs, read saved output, and protect files from conflicting edits.
+description: Attach a report, get a summary file, and edit saved content without losing another change.
 ---
 
-Files and projects belong to the authenticated workspace. You do not need a runtime ID. Use the paths returned by the API, including saved attachments.
+Give Fluso a short report and get a summary file back. This example covers upload, attachment, execution, and download.
 
-## Projects
+Use the Bash shell from [your first request](/api/first-request), plus Node 22 or later. Keep the example in its own directory.
 
-Use `/v1/projects` to list or create projects. Read, update, or delete a project at `/v1/projects/{project_id}`. Project IDs are also storage names. Keep the exact returned value when building paths.
+## Upload a report and get a summary
 
-Deleting a project deletes its conversations and files, then retires their schedules. Save needed results before deletion. See your [workspace's endpoint reference](/api#choose-your-workspace) for export and deletion behavior.
+Download the two examples from your workspace:
 
-## Read a text file
+```bash
+curl --fail --silent --show-error \
+  "$FLUSO_API_URL/examples/upload.mjs" -o upload.mjs &&
+curl --fail --silent --show-error \
+  "$FLUSO_API_URL/examples/attach.sh" -o attach.sh
+```
 
-After [setting your API URL and token](/api/first-request), use a path returned by `GET /v1/files`. Replace the example path below:
+Read both files before running them. The example writes `report.txt` and `summary.md` locally, so use a directory where those names are unused.
 
 ```bash
-curl --fail-with-body --silent --show-error --get \
-  "$FLUSO_API_URL/files/read" \
-  -H "Authorization: Bearer $FLUSO_API_TOKEN" \
-  --data-urlencode 'path=/projects/Home/files/notes.md'
+source attach.sh
 ```
 
-Use `GET /v1/files` to browse and `GET /v1/files/download` for file bytes. A text read includes a `revision` for safe replacement.
+It uploads a sample report, sends it to your conversation, waits for completion, and downloads the returned attachment as `summary.md`.
 
-## Upload a file
+Keep `input_path` for the uploaded report and `output_path` for the summary in your workspace. Use returned paths for future requests. Do not guess them from the prompt.
 
-1. Create an upload with `POST /v1/uploads`, its filename, MIME type, size, and a saved `Idempotency-Key`.
-2. Send the bytes to `upload_url` in a multipart POST. Include all returned `upload_fields` unchanged, with the file last.
-3. Confirm with `POST /v1/uploads/confirm` and `{"id":"UPLOAD_ID"}`.
-4. Read `GET /v1/uploads/{upload_id}` until it finishes.
-5. Attach its returned `target_path` to a conversation input.
+If the example stops on an error, retain its upload key and receipt. Use the recovery details below before repeating a transfer.
 
-Do not send your Fluso bearer token to `upload_url`.
+## Download an attachment
 
-A `confirmed` upload is ready to attach. `history_unavailable` also means the file was saved, but its new version was not recorded. Show that warning. For `failed`, `cancelled`, or `conflict`, inspect the saved error before starting another transfer.
+A saved message can contain attachments without text. Read all items for its run, then use each attachment's path:
 
-If a request times out, read the existing upload. Starting another upload can duplicate work. Confirmed receipts do not guarantee that a file remains unchanged after later edits.
+```bash
+api /files/download --get \
+  --data-urlencode "path=$output_path" --output downloaded-summary.md
+```
 
-The full reference includes runnable **upload**, **attach**, and **download** examples. It also covers expired transfer credentials and recovery without another transfer.
+Choose a local output name you can replace. `available: false` on an attachment means its file is no longer at that path.
 
 ## Edit without losing another change
 
-Use `PUT /v1/files/text` with `path`, `content`, and the latest `revision` to replace text. Use `overwrite: false` when creating a new file that must not replace an existing path. Add `recursive: true` if its parent directories do not exist yet.
+Read the report and its current revision:
 
-If another writer changed the file, read the new content and merge before retrying. Do not drop the revision check to force an overwrite.
+```bash
+saved=$(api /files/read --get --data-urlencode "path=$input_path") &&
+printf '%s' "$saved" | jq '{content, revision}'
+```
+
+A revision identifies the content you read. Include it when saving your edit:
 
-Text writes allow 1 MiB of UTF-8 content. Text reads default to 5 MiB. Use uploads and downloads for larger or binary files.
+```bash
+edit_body=$(printf '%s' "$saved" | jq --arg path "$input_path" \
+  '{path: $path, revision, content: (.content + "\nReviewed by me.\n")}') &&
+api /files/text -X PUT \
+  -H 'Content-Type: application/json' -d "$edit_body"
+```
 
-<Accordion title="File history and partial results">
-  Versions and comments apply to ordinary files under `/files/` and `/projects/{project_id}/files/`, excluding hidden directories.
+If another writer changed the file, the save fails with 409. Read the new content and merge your edit. Keep the revision check.
 
-  Replacement refuses to lose existing history unless you explicitly permit it with `allow_history_loss: true`. Treat that option as a data-loss decision. For uploads, changing a failed request requires a new key. Retrying the old key returns its saved failure.
+For a new file, use `overwrite: false`. Add `recursive: true` when its parent directories do not exist. Text writes allow 1 MiB of UTF-8 content. Reads default to 5 MiB.
 
-  A directory copy can partly succeed. Inspect the destination before retrying it. An attachment with `available: false` records historical output whose file is no longer at that path.
+## Projects
+
+Use `GET /v1/projects` to choose a project and `GET /v1/files` to browse its files. Project IDs are storage names. Keep their exact returned values when building paths.
+
+Deleting a project removes its conversations and files, then retires their schedules. Save or export needed results first.
+
+<Accordion title="Implement uploads in your own client">
+  1. Send `POST /v1/uploads` with the filename, MIME type, byte size, and a saved `Idempotency-Key`.
+  2. POST the bytes to `upload_url` as multipart data, with returned `upload_fields` unchanged and the file last.
+  3. Send `POST /v1/uploads/confirm` with `{"id":"UPLOAD_ID"}`.
+  4. Read `GET /v1/uploads/{upload_id}` until it finishes.
+  5. Attach the returned `target_path` to your next input.
+
+  Do not send your Fluso bearer token to `upload_url`. The downloadable example uses text files. Supply the correct MIME type for other files, such as PDFs.
+
+  `confirmed` means the file is ready. `history_unavailable` means it was saved without a new recorded version. Show that warning. For `failed`, `cancelled`, or `conflict`, inspect the saved error before another transfer.
+
+  A timeout does not prove import failure. Read the existing upload. A confirmed receipt also does not promise that later edits left its bytes unchanged.
 </Accordion>
 
-## Restore or discuss a file
+<Accordion title="History, restoration, and comments">
+  Versions and comments apply under `/files/` and `/projects/{project_id}/files/`, excluding hidden directories.
 
-Read `/v1/files/versions` to inspect saved versions before restoring one. Download a selected version through `/versions/content` with its `path` and `commit`. A missing version returns 404 instead of the current file.
+  Read `/v1/files/versions` before restoring a file. Download a version through `/v1/files/versions/content` with its `path` and `commit`. A missing version returns 404, never the current bytes.
 
-Restoring one file preserves the replaced bytes as a version first. Other files remain unchanged. If preservation fails, review the history warning before allowing any loss.
+  Restore preserves the replaced bytes as a version first. If preservation fails, review the warning before permitting `allow_history_loss: true`. Other files remain unchanged.
 
-File comments can attach a note to a quoted passage, slide, sheet range, or image region. Creating a comment does not start an Agent run.
+  The same history protection applies to writes, uploads, copies, and moves. Directory copies can partly succeed. Inspect the destination before retrying.
+
+  File comments can refer to a passage, slide, sheet range, or image region. A comment does not start an Agent run.
+</Accordion>
 
 <Accordion title="Project endpoints">
   | Method and path | Use |
diff --git a/content/docs/api/workflows/meta.json b/content/docs/api/workflows/meta.json
index 8e0971e..1201821 100644
--- a/content/docs/api/workflows/meta.json
+++ b/content/docs/api/workflows/meta.json
@@ -1,5 +1,5 @@
 {
-  "title": "Shared workflows",
+  "title": "Use the API",
   "icon": "workflow",
   "defaultOpen": false,
   "pages": [
diff --git a/content/docs/api/workflows/runs.mdx b/content/docs/api/workflows/runs.mdx
index b3aa018..43b619b 100644
--- a/content/docs/api/workflows/runs.mdx
+++ b/content/docs/api/workflows/runs.mdx
@@ -1,57 +1,75 @@
 ---
-title: Runs and recovery
-sidebarTitle: Runs and recovery
+title: Runs and retries
 icon: activity
-description: Follow accepted work, recover after a disconnection, and stop a run deliberately.
+description: Find out what happened, recover a result, or stop work without submitting it twice.
 ---
 
-Submitting an input returns a receipt with `thread_id`, `input_id`, and `run_id`. Save all three. **202 means accepted, not completed.**
+A request timed out, or the connection closed before the answer arrived. Start by checking the work Fluso already accepted.
 
-Read `GET /v1/threads/{thread_id}/runs/{run_id}` to check progress. Read `GET /v1/threads/{thread_id}/state` for queued work and pending actions.
+Use the Bash shell from [your first request](/api/first-request). It contains the `api` helper and saved IDs.
 
-## Understand the status
+## Check the run
 
-| Status | What to do |
+```bash
+api "/threads/$thread_id/runs/$run_id" | jq '{status, error}'
+```
+
+| Status | Your next step |
 | --- | --- |
-| `queued` or `running` | Wait, then read again. |
-| `waiting_action` | Read the pending approval or connection request in thread state. |
-| `held` | Inspect the state and queued inputs before resuming. |
-| `completed` | Read all saved result pages and check the answer. |
-| `failed` or `cancelled` | Read the error and any saved results before submitting more work. |
+| `queued` or `running` | Wait, then check again. |
+| `waiting_action` | Read thread state and [handle the pending action](/api/workflows/connections#handle-a-waiting-run). |
+| `held` | Review the queue in thread state before resuming an input. |
+| `completed` | [Read every result page](/api/workflows/conversations#read-message-history). |
+| `failed` or `cancelled` | Read the error and partial results before deciding what to do next. |
 
-A completed run can contain a failed tool call. A failed run can still have changed an external service. Check the results against the requested task.
+A completed run can contain a failed tool call. A failed run can still have changed an external service. Check the answer and tool results before repeating work.
 
 ## Recover after a timeout
 
-- If the submission response was lost, retry the same body with the same `Idempotency-Key`.
-- If you received a receipt, read that run and its [saved items](/api/workflows/conversations#read-message-history).
-- If a stream closes, reconnect for new events and read saved state for missed results.
+| What you have | What to do |
+| --- | --- |
+| A receipt with `thread_id` and `run_id` | Read that run and its saved output. |
+| A saved key and body, but no receipt | Repeat the original submission with both unchanged. |
+| A disconnected stream | Reconnect for new events, then read saved state and items. |
+
+For a lost [follow-up response](/api/workflows/conversations#send-a-follow-up), resend the saved request:
 
-A client timeout does not cancel work. Creating a new key can start another execution.
+```bash
+receipt=$(api "/threads/$thread_id/inputs" \
+  -H "Idempotency-Key: $input_key" \
+  -H 'Content-Type: application/json' -d "$input_body") &&
+run_id=$(printf '%s' "$receipt" | jq -er '.run_id')
+```
 
-Input retry receipts remain until 24 hours after completion. After that, inspect the saved run before deciding whether to submit new work. Runs remain readable until their conversation is deleted.
+Do not generate another key for this retry. A new key can start duplicate work. For the quickstart's initial submission, retry `/threads` instead of `/threads/$thread_id/inputs`.
+
+Input receipts remain until 24 hours after completion. After that, inspect the saved run before submitting again. Saved runs remain readable until their conversation is deleted.
 
 <Accordion title="Thread created, but the first input failed">
-  An error from `POST /v1/threads` can include `error.details.thread_id`. Save that ID and inspect the thread state. Its presence does not prove input acceptance.
+  An error from `POST /v1/threads` can include `error.details.thread_id`. Keep that ID and inspect its state. Thread creation alone does not prove that Fluso accepted the input.
 
-  After resolving the cause, send the original input and key to that thread's `/inputs` endpoint. This can recover an uncertain acceptance within the retry window.
+  After resolving the error, send the original input and key to that thread's `/inputs` endpoint. This can recover an uncertain acceptance within the retry window.
 </Accordion>
 
 ## Stop work
 
-Use `POST /v1/threads/{thread_id}/runs/{run_id}/cancel` for one run. Use `POST /v1/threads/{thread_id}/stop` for the conversation.
+To cancel only the saved run:
+
+```bash
+api "/threads/$thread_id/runs/$run_id/cancel" -X POST
+```
 
-Read the state until execution stops. A cancellation acknowledgement does not prove that a tool has stopped, and cancellation cannot undo a completed external action.
+Then check its status until execution stops. Cancellation cannot undo an external action that already completed.
 
-Use the **Recovery and cancellation** examples in your [workspace's full reference](/api#choose-your-workspace) for retries, held inputs, and cancellation.
+To stop the conversation and hold its follow-up messages, use `POST /v1/threads/{thread_id}/stop` instead. Review the queue before resuming held inputs.
 
 ## Decide whether to retry
 
-A failed run does not become a new execution when you resend its old key. Read its results before choosing a new message and key.
+For temporary read failures, wait before retrying. Increase the delay between attempts, set a maximum wait, and honor `Retry-After`. Stop when `error.retryable` is explicitly false. The quickstart's read helpers already do this.
 
-For temporary read failures, delay retries with backoff and a maximum wait. Honor `Retry-After`. Do not retry when `error.retryable` is explicitly false.
+For writes, use the operation's own recovery rule. Inputs use saved keys and bodies. Uploads use their receipts. Schedules use their IDs. Configuration edits use revisions.
 
-For an uncertain write, use that operation's documented retry mechanism. Input keys, upload keys, schedule IDs, and configuration revisions solve different problems. They are not interchangeable.
+A failed run stays failed when you resend its old key. Review partial results before choosing a new message and key.
 
 <Accordion title="Errors and request identity">
   | Response | Action |
diff --git a/content/docs/api/workflows/schedules.mdx b/content/docs/api/workflows/schedules.mdx
index 87d9493..c72dfdc 100644
--- a/content/docs/api/workflows/schedules.mdx
+++ b/content/docs/api/workflows/schedules.mdx
@@ -1,49 +1,77 @@
 ---
-title: Schedules
-sidebarTitle: Schedules
+title: Schedule work
 icon: calendar-clock
-description: Schedule Agent work once or repeatedly, and manage future runs.
+description: Ask an Agent to review its notes every weekday, then inspect or pause the schedule.
 ---
 
-A schedule sends a message to an Agent's conversation. The app calls these schedules **routines**.
+A schedule sends a message to an Agent at a chosen time. In the app, schedules are called **routines**.
 
-## Create a schedule
+First [create the meeting assistant](/api/workflows/agents) and give it some notes. Keep that example's `agent_id` and `agent_thread_id` in the same Bash shell.
 
-Send `POST /v1/agents/{agent_id}/schedules` with a new UUID as `id`. Keep that ID when retrying creation.
+## Create a weekday review
 
-For a weekday morning brief:
+This schedule asks the assistant to review its conversation every weekday at 9 AM in Zurich. Change the message and timezone for your work.
 
-```json
-{
-  "id": "REPLACE_WITH_NEW_UUID",
-  "thread_id": "AGENT_THREAD_ID",
-  "message": "Prepare a short morning brief. Start with what needs my attention today.",
-  "cron": "0 9 * * 1-5",
-  "timezone": "Europe/Zurich"
-}
+```bash
+schedule_id=$(uuidgen) &&
+schedule_body=$(jq -nc --arg id "$schedule_id" --arg thread "$agent_thread_id" \
+  '{id: $id, thread_id: $thread,
+    message: ("Review the meeting notes in this conversation. " +
+              "Summarize decisions still open and actions due next."),
+    cron: "0 9 * * 1-5", timezone: "Europe/Zurich"}') &&
+api "/agents/$agent_id/schedules" \
+  -H 'Content-Type: application/json' -d "$schedule_body"
 ```
 
-The conversation must belong to that Agent. Supply exactly one of `cron` or `at`. For a one-time run, use a future `at` timestamp with a UTC offset instead of `cron`.
+The response includes `next_run_at`. Check that time before leaving the schedule active. Keep `schedule_id` and `schedule_body` for retries. A new ID creates another schedule.
 
-Use an IANA timezone. At daylight-saving changes, skipped local times move forward by the gap. Repeated times run at their first occurrence.
+For a one-time task, replace `cron` with `at`, using a future timestamp with a UTC offset. For example, the format is `2030-01-02T09:00:00+01:00`.
 
 ## Review and change future work
 
-| Action | Endpoint |
-| --- | --- |
-| List all schedules | `GET /v1/schedules` |
-| List one Agent's schedules | `GET /v1/agents/{agent_id}/schedules` |
-| Edit or pause | `PATCH /v1/schedules/{schedule_id}` |
-| Delete | `DELETE /v1/schedules/{schedule_id}` |
+Read this Agent's schedules:
 
-List responses include last-run information. Follow numbered `pagination.page` and `pages`. Use `attention=true` on `/v1/schedules` to find schedules needing review. Pause with `{"status":"paused"}` or resume with `{"status":"active"}` through PATCH. Check its entry in the schedule list after saving.
+```bash
+api "/agents/$agent_id/schedules" | jq '.data'
+```
+
+Look at `last_run.status` for the previous result. Use its `run_id` and the schedule's `thread_id` to [read the output](/api/workflows/conversations#read-message-history).
+
+Pause future submissions when you no longer need them:
+
+```bash
+api "/schedules/$schedule_id" -X PATCH \
+  -H 'Content-Type: application/json' -d '{"status":"paused"}'
+```
+
+Check the schedule list after saving. Use `status: "active"` to resume, or `DELETE /v1/schedules/{schedule_id}` to remove it.
+
+Pausing or deleting a schedule does not cancel work already accepted. [Cancel that run separately](/api/workflows/runs#stop-work).
+
+<Accordion title="Change the message or timing">
+  Send changed fields with `PATCH /v1/schedules/{schedule_id}`. Omitted fields stay unchanged. Do not send `null` to clear fields.
+
+  To switch between recurring and one-time timing, send only the new `cron` or `at` field. It replaces the previous timing.
+
+  Use an IANA timezone such as `Europe/Zurich`. At daylight-saving changes, skipped local times move forward by the gap. Repeated times run at their first occurrence.
+</Accordion>
 
-Keep the schedule ID and unchanged settings when retrying creation. A new ID creates another schedule.
+<Accordion title="Understand late, failed, and one-time runs">
+  The daemon host must be awake for work to run. After downtime, missed recurring runs combine into one catch-up run.
 
-To switch between recurring and one-time timing, send only the new `cron` or `at` field. It replaces the previous timing. Omitted fields stay unchanged. Do not send `null` to clear fields.
+  Delivery failures can pause a schedule. A failed accepted run does not automatically pause recurring work.
 
-Deleting a schedule prevents future submissions. It does not cancel already accepted work. [Cancel that run separately](/api/workflows/runs#stop-work) if needed.
+  A one-time schedule stops submitting after acceptance, even if its run later fails. Inspect the saved run before deciding whether to request that work again.
+</Accordion>
 
-On a daemon, the host must be awake for work to run. After downtime, missed recurring runs are combined into one catch-up run.
+<Accordion title="Schedule endpoint reference">
+  | Method and path | Use |
+  | --- | --- |
+  | `POST /v1/agents/{agent_id}/schedules` | Create with a caller-generated UUID and exactly one of `cron` or `at`. |
+  | `GET /v1/agents/{agent_id}/schedules` | List schedules for one Agent. |
+  | `GET /v1/schedules` | List all schedules. Use `attention=true` for delivery problems. |
+  | `PATCH /v1/schedules/{schedule_id}` | Edit, pause, or resume. |
+  | `DELETE /v1/schedules/{schedule_id}` | Prevent future submissions. |
 
-Delivery failures can pause a schedule. A failed accepted run does not automatically pause recurring work. A one-time schedule stops submitting after acceptance, even if its run later fails. Check `last_run.status` or the saved run for the outcome.
+  Follow numbered `pagination.page` and `pages` in list responses. The target conversation must belong to the Agent.
+</Accordion>
diff --git a/content/docs/api/workflows/streaming.mdx b/content/docs/api/workflows/streaming.mdx
index 12c8c2a..1b340fb 100644
--- a/content/docs/api/workflows/streaming.mdx
+++ b/content/docs/api/workflows/streaming.mdx
@@ -1,49 +1,72 @@
 ---
 title: Live updates
 icon: radio
-description: Show progress while retaining a complete, recoverable conversation.
+description: Show progress as Fluso works, and recover the answer after a dropped connection.
 ---
 
-Use live events for a responsive interface. Use saved state and items to recover the full result after a disconnection.
+Add live updates when your interface needs to show progress before the answer is ready. Keep saved results as the source for the completed conversation.
 
-After the [quickstart](/api/first-request), listen to its conversation:
+## Try the watcher
+
+Use the [quickstart's shell](/api/first-request) and Node 22 or later. Download the watcher from your workspace:
+
+```bash
+curl --fail --silent --show-error \
+  "$FLUSO_API_URL/examples/watch.mjs" -o watch.mjs &&
+cat watch.mjs
+```
+
+After reading it, watch the saved run:
 
 ```bash
-curl --no-buffer --fail-with-body --silent --show-error \
-  "$FLUSO_API_URL/threads/$thread_id/events" \
-  -H "Authorization: Bearer $FLUSO_API_TOKEN"
+node watch.mjs "$thread_id" "$run_id"
 ```
 
-The response uses Server-Sent Events (SSE). Each `data` field contains a `ThreadEvent` JSON object. A blank line ends the frame.
+The watcher prints saved conversation updates. It reads every page and reconnects after temporary failures without resubmitting input. Press **Ctrl+C** to stop watching. That does not cancel the run.
 
 ## Connect without missing saved work
 
-1. Open the event stream.
-2. Read the thread's saved state and all item pages.
-3. Match updates by input, run, and item IDs.
-4. Replace temporary text with its saved item when that item arrives.
-5. Reconcile saved state periodically while work remains active.
+Your client needs two sources:
+
+| Source | Use it for |
+| --- | --- |
+| Event stream | Show text and tool progress as it arrives. |
+| Saved state and items | Recover missed updates and read the final answer. |
 
-Repeat this sequence after reconnecting. `Last-Event-ID` does not replay missed events. A closed stream does not establish whether the run finished.
+Open the stream first, then read state and every item page. Match updates by input, run, and item IDs. Replace temporary text with its saved item to avoid duplicates.
 
-When submitting an input with `stream: true`, save the initial `input.accepted` receipt before processing progress. It contains the IDs needed for recovery.
+After a disconnection, repeat that sequence. Continue checking saved state periodically while work is active. `Last-Event-ID` does not replay missed events.
 
-## Render progress accurately
+<Accordion title="Open the event stream directly">
+  ```bash
+  curl --no-buffer --fail-with-body --silent --show-error \
+    "$FLUSO_API_URL/threads/$thread_id/events" \
+    -H "Authorization: Bearer $FLUSO_API_TOKEN"
+  ```
 
-Tool progress includes `progress.tool_start` and `progress.tool_end`. These describe a tool's execution. They are not instructions for your client to execute that tool.
+  The response uses Server-Sent Events (SSE). Each `data` field contains a `ThreadEvent` JSON object. A blank line ends a frame.
 
-A tool preview can omit arguments or results. `args_truncated: true` means the arguments are incomplete. If the flag is absent, completeness is unknown. Use the pending approval's actual arguments when asking a user to approve work.
+  Buffer incomplete frames across network chunks. Ignore unknown event types and keepalive comments. Use a client that supports an Authorization header. Keep tokens out of URLs.
 
-For a daemon behind a proxy, disable response buffering for the event stream.
+  If you use `stream: true` during input submission, save the first `input.accepted` receipt. It contains the IDs for recovery if the stream fails.
 
-Ignore unknown event types and keepalive comments. Buffer incomplete frames across network chunks. Use a streaming client that supports an Authorization header. Do not put tokens in the URL.
+  For a daemon behind a proxy, disable response buffering for this stream.
+</Accordion>
+
+<Accordion title="Render tool progress accurately">
+  `progress.tool_start` and `progress.tool_end` describe tool execution. Your client displays these events. It does not execute the tool itself.
+
+  A preview can omit arguments or results. `args_truncated: true` means the arguments are incomplete. If that flag is absent, completeness is unknown.
+
+  For [tool approval](/api/workflows/connections#handle-a-waiting-run), fetch the pending action's actual arguments before asking the user to decide.
+</Accordion>
 
-<Accordion title="Relevant endpoints and runnable example">
+<Accordion title="Live-update endpoint reference">
   | Method and path | Use |
   | --- | --- |
   | `GET /v1/threads/{thread_id}/events` | Stream new events. Optional `input_id` follows one input. |
-  | `GET /v1/threads/{thread_id}/state` | Recover active work, queues, and pending actions. |
-  | `GET /v1/threads/{thread_id}/items` | Recover saved messages and tool results. Follow all pages. |
+  | `GET /v1/threads/{thread_id}/state` | Recover active work, queues, partial output, and pending actions. |
+  | `GET /v1/threads/{thread_id}/items` | Recover saved messages and tool results. Follow every page. |
 
-  Your workspace's `/v1/examples/watch.mjs` combines these operations. It requires Node 22 or later. Run it with the quickstart's `thread_id` and optional `run_id`.
+  The watcher's run ID is optional. Supply it to check the run even when it has no saved messages. A closed stream does not establish whether work finished.
 </Accordion>
diff --git a/content/docs/api/workflows/usage.mdx b/content/docs/api/workflows/usage.mdx
index 6d046b0..794829f 100644
--- a/content/docs/api/workflows/usage.mdx
+++ b/content/docs/api/workflows/usage.mdx
@@ -1,30 +1,45 @@
 ---
-title: Usage
-sidebarTitle: Usage
+title: Check usage
 icon: chart-no-axes-combined
-description: Read recorded model usage for a workspace or one run.
+description: See what a run used, then inspect the model calls behind it.
 ---
 
-Usage reports describe recorded activity. They can arrive after execution and are not a final bill. A missing report or unknown price does not mean zero cost.
+Use the saved conversation and run IDs to inspect the cost of a task. The examples use the Bash shell from [your first request](/api/first-request).
 
-## Read workspace totals
+## Check one run
 
-Use `GET /v1/token-usage` for account totals and its session summaries. Public response fields use snake_case, such as `last_updated` and `entry_count`.
+```bash
+api "/threads/$thread_id/runs/$run_id/usage" | jq .
+```
 
-## Inspect a run
+The response contains `tokens`, estimated `cost`, and `entry_count`. A response of `null` means no usage was reported yet. A null `cost` means pricing is unknown, not zero.
 
-`GET /v1/threads/{thread_id}/runs/{run_id}/usage` returns the run's recorded tokens and estimated cost. It returns `null` when no usage is reported. Cost can also be null when a recorded call has no price.
+## See which calls contributed
 
-For individual records, use `GET /v1/token-usage/entries` with `thread_id` and `run_id`. Other filters include `provider`, `model`, `since`, and `limit`.
+Filter individual usage records to that run:
 
 ```bash
-curl --fail-with-body --silent --show-error --get \
-  "$FLUSO_API_URL/token-usage/entries" \
-  -H "Authorization: Bearer $FLUSO_API_TOKEN" \
+api /token-usage/entries --get \
   --data-urlencode "thread_id=$thread_id" \
-  --data-urlencode "run_id=$run_id"
+  --data-urlencode "run_id=$run_id" | jq .
+```
+
+Use the records to compare model calls within the task. Further filters include `provider`, `model`, `since`, and `limit`.
+
+## Read workspace totals
+
+```bash
+api /token-usage | jq '{totals, last_updated}'
 ```
 
-Set the API URL, token, and IDs through the [quickstart](/api/first-request) first. Read access is sufficient for usage queries. They do not start workspace compute.
+Reports can arrive after execution. They are recorded estimates, not a final bill. For a daemon using your provider key, check that provider's billing too.
+
+<Accordion title="Usage endpoint reference">
+  | Method and path | Use |
+  | --- | --- |
+  | `GET /v1/token-usage` | Workspace totals and session summaries. |
+  | `GET /v1/token-usage/entries` | Individual records with optional filters. |
+  | `GET /v1/threads/{thread_id}/runs/{run_id}/usage` | One run's recorded usage, or `null`. |
 
-Use your [workspace's endpoint reference](/api#choose-your-workspace) for all fields and filters. For daemon inference charges, check the model provider's billing as well.
+  Read access is sufficient. These queries do not start workspace compute. Responses use snake_case fields, including `last_updated` and `entry_count`.
+</Accordion>
diff --git a/content/docs/api/workflows/workspace.mdx b/content/docs/api/workflows/workspace.mdx
index 2872402..a9157cd 100644
--- a/content/docs/api/workflows/workspace.mdx
+++ b/content/docs/api/workflows/workspace.mdx
@@ -4,11 +4,19 @@ icon: folder-cog
 description: Inspect skills, organize labels, and manage runtime readiness.
 ---
 
-These operations support your conversations and Agents. They use the same Cloud account or daemon workspace as your other requests.
+Use these operations to choose skills, organize conversations, and check whether the workspace can run work.
+
+The examples use the authenticated `api` helper from [your first request](/api/first-request).
 
 ## Choose skills for an Agent
 
-Read `GET /v1/agent/skills` to find available skill names. For example, inspect a document skill before selecting it for a meeting assistant.
+List the skills already available in this workspace:
+
+```bash
+api /agent/skills | jq '.data'
+```
+
+For a meeting assistant, look for a skill that works with your document format. Use its exact name when updating the [Agent's configuration](/api/workflows/agents#improve-its-instructions).
 
 Built-in skills are already available. For a marketplace skill, read its detail and install it first. Then save its name in the [Agent's configuration](/api/workflows/agents).
 
@@ -32,7 +40,27 @@ Selecting a missing skill does not install it. Removing a skill does not remove
 
 ## Organize with labels
 
-Create a label, then use its returned ID in a project's or thread's `label_ids`. For example, one **Customer work** label can group related conversations and projects.
+For example, mark the quickstart conversation for review. Create a label first:
+
+```bash
+label=$(api /agent/labels \
+  -H 'Content-Type: application/json' -d '{"name":"API review"}') &&
+label_id=$(printf '%s' "$label" | jq -er '.id')
+```
+
+If that label already exists, reuse its ID from `GET /v1/agent/labels`. After a lost creation response, check that list before creating another.
+
+Add the label to the conversation without removing its existing labels:
+
+```bash
+thread=$(api "/threads/$thread_id") &&
+label_body=$(printf '%s' "$thread" | jq --arg id "$label_id" \
+  '{label_ids: ((.label_ids // []) + [$id] | unique)}') &&
+api "/threads/$thread_id" -X PATCH \
+  -H 'Content-Type: application/json' -d "$label_body"
+```
+
+The updated conversation now includes this label's ID. Projects use the same `label_ids` field. Read the latest object before changing its labels.
 
 <Accordion title="Label endpoints">
   | Method and path | Use |
@@ -45,7 +73,15 @@ Create a label, then use its returned ID in a project's or thread's `label_ids`.
 
 ## Check runtime readiness
 
-Input submission starts the runtime when needed. Your integration usually needs no separate wake loop.
+Input submission starts the runtime when needed. To check readiness without sending a message:
+
+```bash
+api /agent/runtime/status | jq '{status, busy, can_wake, can_stop}'
+```
+
+Use `can_wake` and `can_stop` when offering those controls. A busy runtime can refuse a stop. Stop active work through its thread or run first. Respect `Retry-After` on temporary readiness errors.
+
+<Accordion title="Runtime endpoint reference">
 
 | Method and path | Use |
 | --- | --- |
@@ -53,7 +89,7 @@ Input submission starts the runtime when needed. Your integration usually needs
 | `POST /v1/agent/runtime/wake` | Start if needed, then wait for readiness without sending a chat message. |
 | `POST /v1/agent/runtime/stop` | Release compute while keeping saved workspace data. |
 
-A busy runtime can refuse a stop. Stop active work through its thread or run first. Respect `Retry-After` on temporary readiness errors.
+</Accordion>
 
 <Accordion title="Reset an entire workspace">
   `POST /v1/agent/workspace/reset` is destructive. It clears conversations, projects, workspace files, and installed or custom workspace skills. It also retires schedules.
diff --git a/content/docs/deployment-models.mdx b/content/docs/deployment-models.mdx
index d011922..0992015 100644
--- a/content/docs/deployment-models.mdx
+++ b/content/docs/deployment-models.mdx
@@ -71,4 +71,4 @@ Traces can include prompt and response text. For a dedicated or on-premises depl
 - Treat Azure VNet as future availability, not a current option.
 - Scope on-premises only after Fluso validates the infrastructure, residency, provider, telemetry, and support requirements.
 
-For a custom deployment, [contact Fluso](mailto:sales@premai.io). For the component boundaries behind these models, read [Architecture](/api/architecture).
+For a custom deployment, [contact Fluso](mailto:sales@premai.io).
diff --git a/public/_redirects b/public/_redirects
index f4c401b..e8391c6 100644
--- a/public/_redirects
+++ b/public/_redirects
@@ -37,9 +37,9 @@
 /developers/export-import-and-share-agents /developers/guides/sharing 301
 /developers/export-import-and-share-agents/ /developers/guides/sharing 301
 /llms.mdx/docs/developers/export-import-and-share-agents/content.md /llms.mdx/docs/developers/guides/sharing/content.md 301
-/developers/architecture /api/architecture 301
-/developers/architecture/ /api/architecture 301
-/llms.mdx/docs/developers/architecture/content.md /llms.mdx/docs/api/architecture/content.md 301
+/developers/architecture /api 301
+/developers/architecture/ /api 301
+/llms.mdx/docs/developers/architecture/content.md /llms.mdx/docs/api/content.md 301
 /workspaces/macos /workspaces/setup 301
 /workspaces/macos/ /workspaces/setup 301
 /workspaces/linux /workspaces/setup 301
@@ -70,6 +70,9 @@
 /developers/api-ref/sharing /api/cloud/sharing 301
 /developers/api-ref/sharing/ /api/cloud/sharing 301
 /llms.mdx/docs/developers/api-ref/sharing/content.md /llms.mdx/docs/api/cloud/sharing/content.md 301
-/developers/api-ref/architecture /api/architecture 301
-/developers/api-ref/architecture/ /api/architecture 301
-/llms.mdx/docs/developers/api-ref/architecture/content.md /llms.mdx/docs/api/architecture/content.md 301
+/developers/api-ref/architecture /api 301
+/developers/api-ref/architecture/ /api 301
+/llms.mdx/docs/developers/api-ref/architecture/content.md /llms.mdx/docs/api/content.md 301
+/api/architecture /api 301
+/api/architecture/ /api 301
+/llms.mdx/docs/api/architecture/content.md /llms.mdx/docs/api/content.md 301

From 04ceca31c6c1bcbd499a5fd45aafc7806fabfd86 Mon Sep 17 00:00:00 2001
From: biswaroop1547 <biswaroop08@gmail.com>
Date: Sun, 11 Oct 2026 23:02:58 +0200
Subject: [PATCH 18/18] docs: clarify API availability across releases

---
 content/docs/api/index.mdx | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/content/docs/api/index.mdx b/content/docs/api/index.mdx
index db76408..8d3a848 100644
--- a/content/docs/api/index.mdx
+++ b/content/docs/api/index.mdx
@@ -33,7 +33,7 @@ For a remote daemon, use its HTTPS address or an [SSH tunnel](/workspaces/setup#
 
 Open **Settings → Developer tokens → API reference** in Cloud. On a daemon's host, open `http://127.0.0.1:4111/docs`.
 
-Each workspace serves its full endpoint reference at `/docs` and its OpenAPI schema at `/v1/openapi.json`. These describe the fields and operations available in that deployment. The reference also supplies runnable examples under `/v1/examples/`. The daemon serves its schema and examples locally. Its interactive reference needs internet access to load the viewer.
+Releases with this API serve the endpoint reference at `/docs` and the OpenAPI schema at `/v1/openapi.json`. These describe the fields and operations available in that deployment. The reference also supplies runnable examples under `/v1/examples/`. The daemon serves its schema and examples locally. Its interactive reference needs internet access to load the viewer.
 
 The guides below explain how to combine those operations. Endpoint tables sit inside each guide, after the main workflow.
 
@@ -45,7 +45,7 @@ The guides below explain how to combine those operations. Endpoint tables sit in
     Pair a client with your own workspace.
   </Card>
   <Card title="Send messages" icon="messages-square" href="/api/workflows/conversations">
-    Continue work and retrieve the complete answer.
+    Continue work and read the complete answer.
   </Card>
   <Card title="Runs and retries" icon="activity" href="/api/workflows/runs">
     Handle a timeout without starting the same work twice.
@@ -53,5 +53,5 @@ The guides below explain how to combine those operations. Endpoint tables sit in
 </CardGroup>
 
 <Note>
-  These guides cover the current public `/v1` API. If your app lacks **Developer tokens**, contact [support](mailto:support@premai.io) about availability for your release.
+  If your app lacks **Developer tokens** or its API reference returns 404, contact [support](mailto:support@premai.io) about availability for your release.
 </Note>