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Catch the step where an AI agent contradicts its own earlier decision. CLI and adapters for LangGraph, CrewAI, Letta, OpenInference, DBOS and multi-agent logs, plus an expiry read for long-running agents.
Reproducible coherence failures in real AI agents. One row per framework (LangGraph, CrewAI, Letta, OpenHands, Phoenix, DBOS), each with a trace that replays in one command.
Coherence read for agents in NVIDIA OpenShell sandboxes. Captures model traffic beside OpenShell's delivery record and flags writes the agent believed landed.
Coherence read for Prime Agent (Prime Intellect) sessions. Flags the step where the orchestrator acts on something outside its committed state, such as an undelivered child message.