theorydeltaclaim-fidelity audits
built 2026-07-17dossiers: 5last verified 2026-07-09independent · evidence-traced · no vendor influence
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CLAIM 3 / LangGraph

Streaming: seven stream modes (values, updates, messages, custom, checkpoints, tasks, debug), including token-by-token messages output that works "with any LLM API—even if that API does not implement the LangChain chat model interface"

as labeled

Observed

Source-reviewed: stream modes confirmed as documented. Two caveats sit at integration boundaries rather than on the label itself: streaming from custom nodes has a documented workaround path (stream_mode="messages" with the native create_react_agent), and Langfuse's CallbackHandler blocks LangGraph streaming (langfuse/langfuse#10584, open since November 2025) — a third-party conflict, not a label defect.

Evidence

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