PandaProbe
Deep observability for production AI agents
PandaProbe is an open source platform designed for teams building AI agents that need deep visibility into agent behavior in production. It provides tracing, monitoring, evaluation, and debugging tools with integrations for popular agent frameworks and LLM providers. With real time observability, structured metrics, and self hosted deployment options, PandaProbe helps developers detect failures, analyze workflows, and improve the reliability of agent based applications at scale.