PandaProbe

Open-source platform to trace, evaluate, and debug AI agents

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An open-source platform for tracing, evaluating, monitoring, and debugging multi-step AI agent runs, available as a cloud service or for self-hosting. It collects and visualizes traces across common agent frameworks such as LangGraph, CrewAI, Claude Agent SDK, and OpenAI Agents SDK so engineering teams can inspect decision steps and diagnose failures from a single dashboard. Intended for teams already running agents in development or production workflows.

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Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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