PandaProbe

PandaProbe is an open-source agent engineering platform that helps teams trace, evaluate, monitor, and debug AI agents. It records agent activity, evaluates outcomes to detect failures, and automatically generates and validates fixes so agents can recover from errors without manual intervention. The platform supports both cloud deployment and self-hosting via Docker.

Designed for teams building AI agents, PandaProbe captures model calls, tool use, and decision trajectories, then turns failure evidence into reusable learning rules scoped across workflows. This allows agent fleets to operate more efficiently on smaller models with reduced operational overhead. The project integrates with LangGraph, CrewAI, and Claude Agent SDK.