PandaProbe (by Chirpz AI)

PandaProbe is the current product of Chirpz AI, which has evolved from its earlier academic research and citation-discovery product into an AI agent engineering platform. PandaProbe gives teams visibility into agent execution through traces, sessions, evaluations and metrics, helping developers understand agent behavior, identify failures and improve reliability. The platform provides integrations with major agent frameworks, SDK-based instrumentation, evaluation capabilities and monitoring. It can be deployed through PandaProbe Cloud or self-hosted using Docker, giving engineering teams control over their infrastructure and data. PandaProbe is open source under the Apache 2.0 license.