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Today I came across an agent debugging tool called PandaProbe.
It performs trace, eval, metrics, and debug, allowing you to see how the agent runs step-by-step, where errors occur, and how effective it is.
The README includes FastAPI, Celery worker, Postgres, Redis, and also integrates LangGraph, CrewAI, and Claude Agent SDK.
For those working with agents or AI workflows, you should try it out—things that can replay task processes are quite practical.
Repository: