feat(AIC-3211): record each graph node as its own tracking event - #114
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… event The concatenated path event had to be split apart to see which nodes ran. Emitting $ld:ai:graph:node on entry lets invoke, stream, and the native adapters rebuild the traversal from the events themselves. Co-authored-by: Cursor <cursoragent@cursor.com>
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🤖 I have created a release *beep* *boop* --- <details><summary>launchdarkly-ai-server: 0.2.4</summary> ## [0.2.4](launchdarkly-ai-server-0.2.3...launchdarkly-ai-server-0.2.4) (2026-09-30) ### Features * **AIC-3210:** support graph().stream() in the Python AI SDK ([#104](#104)) ([25a345a](25a345a)) * **AIC-3211:** record each graph node as its own tracking event ([#114](#114)) ([c3c439e](c3c439e)) * **AIC-3449:** refactor AI Config reference into a dataclass ([#113](#113)) ([3ac06b4](3ac06b4)) * **AIC-3449:** Support pulling in configs for evals from code ([#108](#108)) ([fa374e2](fa374e2)) * **evaluations:** preserve the tool trajectory for judges ([#89](#89)) ([bcaa8c8](bcaa8c8)) ### Bug Fixes * **graph:** rename the graph span back to launchdarkly.graph, thread trajectory into stream judges ([79c9eeb](79c9eeb)) * **judges:** bound recorded values in memory, and show config's full tool catalog ([25fafef](25fafef)) * **judges:** exclude native tools from the config's available-tool list ([245a0a5](245a0a5)) * **judges:** keep trajectory recording total and observational ([57386b6](57386b6)) </details> <details><summary>launchdarkly-ai-python: 0.1.8</summary> ## [0.1.8](launchdarkly-ai-python-0.1.7...launchdarkly-ai-python-0.1.8) (2026-09-30) ### Features * **evaluations:** preserve the tool trajectory for judges ([#89](#89)) ([bcaa8c8](bcaa8c8)) </details> <details><summary>launchdarkly-ai-claude-agents: 0.2.4</summary> ## [0.2.4](launchdarkly-ai-claude-agents-0.2.3...launchdarkly-ai-claude-agents-0.2.4) (2026-09-30) ### Features * **AIC-3211:** record each graph node as its own tracking event ([#114](#114)) ([c3c439e](c3c439e)) </details> <details><summary>launchdarkly-ai-openai-agents: 0.2.4</summary> ## [0.2.4](launchdarkly-ai-openai-agents-0.2.3...launchdarkly-ai-openai-agents-0.2.4) (2026-09-30) ### Features * **AIC-3211:** record each graph node as its own tracking event ([#114](#114)) ([c3c439e](c3c439e)) ### Bug Fixes * **openai-agents:** accept sync tool handlers ([0ac9231](0ac9231)) * **openai-agents:** accept sync tool handlers ([#119](#119)) ([656d922](656d922)) </details> <details><summary>launchdarkly-ai-langchain-agents: 0.2.4</summary> ## [0.2.4](launchdarkly-ai-langchain-agents-0.2.3...launchdarkly-ai-langchain-agents-0.2.4) (2026-09-30) ### Features * **AIC-3211:** record each graph node as its own tracking event ([#114](#114)) ([c3c439e](c3c439e)) </details> --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). <!-- CURSOR_SUMMARY --> --- > [!NOTE] > **Overview** > **Release Please** bumps monorepo package versions and adds changelog entries; there is no new application source in the diff—only `.release-please-manifest.json`, `pyproject.toml`, `__version__`, and `CHANGELOG.md` updates. > > **`launchdarkly-ai-server` 0.2.4** (and aligned **claude / openai / langchain-agents** 0.2.4, **`launchdarkly-ai-python`** 0.1.8) documents already-merged work: **`graph().stream()`**, **per-graph-node tracking events**, **AI Config as a dataclass** and **eval configs from code**, **tool trajectory preserved for judges**, plus judge/graph telemetry fixes (e.g. `launchdarkly.graph` span, bounded trajectory memory, native tools excluded from available-tool lists) and **openai-agents** accepting **sync tool handlers**. > > <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit 27fba0e. Bugbot is set up for automated code reviews on this repo. Configure [here](https://www.cursor.com/dashboard/bugbot).</sup> <!-- /CURSOR_SUMMARY -->
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Summary
$ld:ai:graph:nodewhen each graph node is entered, withnodeKey, a 0-basedindex, and metric value1, so a traversal can be rebuilt from the events instead of splitting a concatenated path string.graph().invoke(),graph().stream(), and the OpenAI, Claude, and LangChain native adapters. Stop sending$ld:ai:graph:path.doneevent still omitpathandnodes. Native adapters still setlaunchdarkly.graph.pathon the graph span.Test plan
pytestfor the client graph, graph stream, and the three native-graph suites (127 passed)mypyon the changed packages$ld:ai:graph:nodeevents show up in order for a multi-node graph invoke and stream (test_graph_node_tracked_per_visited_node,test_tracks_node_per_visited_node)Made with Cursor