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sahiixx/README.md

SAHIIXX

AI systems architect · model-agnostic agent runtimes · Dubai, UAE

I build the layer where models meet real software: routing, bounded tools, persistent state, human gates, live interfaces and domain workflows.

focus edge repos status


⚡ Current operating picture

Snapshot: 2026-10-07. Repository counts are GitHub inventory data; product states are labeled from project evidence and public surfaces, not inferred from model capability.

Signal Evidence-backed state
🧭 Repository estate 223 public repositories · 51 unarchived originals · 148 unarchived forks · 24 archived
🧠 Orchestration sahiixx-agency, agentic-harness, sahiixx-bus and the swarm experiments
🖥️ Public OS surface SAHIIX OS · React/Hono/tRPC/Drizzle/Neon/Cloudflare
🎙️ Voice + tools Jarvis route plus friday-os
🏢 Domain workflow NEXUS real-estate lead flow · local/pilot boundary documented in the portfolio repo
🧪 Model verification sahiixx-e2e covers traditional, generative and foundation-model capability lanes
🧪 Verification rule live means a reachable or documented running surface; shipped means code exists; in-dev and concept stay labeled

📡 Operational pulse

Machine-reported snapshot: 2026-10-07. These figures are telemetry from the published local state file, not product-performance guarantees.

Signal Snapshot
Gateway running · Telegram connected · 9 watchdog services
Firstcall pipeline 4025 leads · 1111 deals · 2786 outreach events · 0 orphans
Edge estate 9 Workers · 4 Pages · 3 R2 · 1 KV · 1 queues
GitHub activity, 30 days 154 pushes · 68 PRs · 49 repositories created

🧠 AI frontier map — grounded, not hype

The current AI stack is moving from single-turn generation toward reasoning modes, tool use, memory, multimodality, agents and embodied interfaces. My work is the systems layer around those capabilities.

Area Current evidence How I frame it
Frontier models OpenAI research, Anthropic Claude 4, Google DeepMind models Providers publish increasingly capable reasoning, coding, tool and multimodal systems; the application still needs routing, permissions and verification.
Open and local models Qwen3 and local GGUF/Ollama workflows Open weights, controllable thinking budgets and local inference are useful for cost, privacy and fallback paths.
AGI OpenAI Charter defines AGI as highly autonomous systems that outperform humans at most economically valuable work AGI is a research target and contested definition, not a capability claim made by this profile or these repositories.
ASI Frontier safety research ASI is a future-risk and governance horizon; no deployed SAHIIX system is represented as superintelligent.

Position: build useful, auditable agent systems now; keep AGI and ASI claims falsifiable, sourced and separate from shipped product status.


🏗️ End-to-end systems

Orchestration. sahiixx-agency provides a dispatcher surface, agentic-harness documents bounded agent patterns and Azure Foundry routing, and sahiixx-bus supplies the pub/sub seam.

Assistant + memory. friday-os combines voice, desktop and MCP; sahiixx-titans-memory and sahiixx-graph-sight explore persistent and graph-backed state.

Operator shell. sahiixx-os is the public command center; Jarvis adds streaming voice with read, mutate and confirmation-gated tool tiers.

Domain vertical. NEXUS connects Dubai real-estate intake, ranking, WhatsApp and OS import paths. The portfolio marks local workstation services and pilot boundaries explicitly; planned specialist lead agents are not described as live until they exist.


🧭 Capability map

Layer Capability Representative projects
Model layer Traditional rules, generative models, embeddings, structured output and vision sahiixx-e2e, agentic-harness
Runtime layer Routing, bounded workflows, retries, evaluation, memory and human approval sahiixx-agency, sovereign-swarm-v2
Protocol layer Event envelopes, pub/sub, MCP, A2A and gateway bridges sahiixx-bus, moltworker
Intelligence layer Persistent memory, graph context, retrieval and semantic routing sahiixx-titans-memory, sahiixx-graph-sight
Product layer Voice, desktop, web command center and domain workflows friday-os, sahiixx-os, NEXUS
Delivery layer Contract-first E2E, CI gates, edge deployment and evidence-based security sahiixx-e2e, sahiixx-production-hardening, sahiixx-clearwing

🧪 Model-agnostic verification

sahiixx-e2e is the release-verification boundary for the model layer:

Lane What is verified Default mode
Traditional deterministic classification and lead scoring network-free
Generative chat, SSE streaming and tool calls mocked, with opt-in live canaries
Foundation structured output, embeddings and vision mocked, with capability-specific live canaries

The harness uses runtime contracts, bounded timeouts, replayable fixtures, redacted diagnostics and environment-controlled provider/model IDs. A missing live profile skips only that capability; a configured endpoint fails on transport, HTTP or schema errors.


🧱 Engineering principles

  • Contract-first: validate events, identities, schemas and service boundaries at runtime.
  • Model-agnostic: route by capability and constraints; keep provider names in configuration.
  • Deterministic before autonomous: use rules and fixed fixtures when they solve the task; add agent loops only when measured value justifies them.
  • Bounded by default: enforce deadlines, retries, tool allowlists, token/cost budgets and replayable idempotency keys.
  • Human-gated actions: writes, financial actions and production changes require explicit approval paths.
  • Evidence over hype: distinguish live, shipped, local, in-development and concept work in public documentation.

🗺️ Start here

If you want to… Start with
See the public product surface SAHIIX OS · portfolio
Understand the architecture CONNECTED_ECOSYSTEM.md · FOUNDER_SERVICE_ARCHITECTURE.md
Inspect the full repository map FULL_PORTFOLIO.md · REPO_MAP.md
Read the evidence-backed case studies CASE_STUDIES.md
See verification in code sahiixx-e2e · agentic-harness
Collaborate or propose an integration Open an issue in the relevant repository or reach out through the portfolio

🔗 Execution graph

flowchart LR
  MODEL["Frontier / open models"] --> ROUTE["Routing + bounded tools"]
  ROUTE --> BUS["sahiixx-bus<br/>pub/sub"]
  BUS --> OS["SAHIIX OS<br/>command center"]
  BUS --> SWARM["agency-agents<br/>experiments"]
  OS --> VOICE["Jarvis + friday-os<br/>voice / MCP"]
  OS --> NEXUS["NEXUS<br/>domain workflow"]
  MEMORY["Titans memory + graph-sight<br/>persistent state"] --> OS
  HUMAN["Human approval"] --> OS
Loading

🧪 Proof, not promises

System What the repository or public surface demonstrates State Current GitHub signal
sahiixx-os Full-stack command center with React, Hono, tRPC, Drizzle and Neon Public surface TypeScript · 1 stars · 2026-10-01
agentic-harness Reusable agent workflow patterns, verification and Azure Foundry routing Shipped Python · 2 stars · 2026-10-06
sahiixx-e2e Contract-first Playwright release gate with traditional, generative and foundation-model lanes Shipped TypeScript · 0 stars · 2026-10-07
sahiixx-agency CLI/API/MCP-oriented repository and task dispatch Shipped/local Python · 0 stars · 2026-10-06
sahiixx-bus Unified orchestration bus for cross-service events and agent boundaries Shipped/local Python · 1 stars · 2026-10-06
friday-os Voice-first, memory-persistent personal AI OS with LiveKit, Tauri and MCP Shipped Python · 2 stars · 2026-10-05
sahiixx-production-hardening Canonical event, model-routing, bus, revenue and action-gate contracts Shipped Python · 0 stars · 2026-10-05
sahiixx-clearwing Security verification focused on evidence rather than report volume Active Python · 0 stars · 2026-10-05
agency-agents Multi-agent orchestration and swarm experiments Active experiment Python · 3 stars · 2026-10-06
sovereign-swarm-v2 Modular multi-agent runtime and governance direction In development Python · 2 stars · 2026-08-10
moltworker OpenClaw gateway patterns on Cloudflare Workers Shipped experiment JavaScript · 0 stars · 2026-10-06

🌐 Public surfaces

Surface URL State
Portfolio sahiix-portfolio.pages.dev live
SAHIIX OS sahiixx-os.pages.dev live public surface
Systems panel sahiix-systems.pages.dev public dashboard

Top active languages: Python · TypeScript · JavaScript · HTML · Go · Rust · Kotlin · Generated 2026-10-07 by the profile workflow.

📬 Reach me

Portfolio · GitHub · or open an issue on any repo.

Pinned Loading

  1. system-prompts-and-models-of-ai-tools system-prompts-and-models-of-ai-tools Public template

    Forked from x1xhlol/system-prompts-and-models-of-ai-tools

    FULL v0, Cursor, Manus, Same.dev, Lovable, Devin, Replit Agent, Windsurf Agent, VSCode Agent, Dia Browser, Xcode, Trae AI, Cluely & Orchids.app (And other Open Sourced) System Prompts, Tools & AI M…

    JavaScript 3 1

  2. agency-agents agency-agents Public template

    Multi-agent orchestration system (Python + Node) — real-estate swarm, evaluator-optimizer pipelines on the sahiixx agentic harness

    Python 3 1

  3. moltworker moltworker Public template

    Run OpenClaw, (formerly Moltbot, formerly Clawdbot) on Cloudflare Workers

    JavaScript

  4. openclaw openclaw Public

    Forked from openclaw/openclaw

    Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

    TypeScript

  5. the-book-of-secret-knowledge the-book-of-secret-knowledge Public

    Forked from trimstray/the-book-of-secret-knowledge

    A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.

  6. x-algorithm x-algorithm Public

    Forked from xai-org/x-algorithm

    Algorithm powering the For You feed on X

    Rust