🛠 Agent Detective — a new framework for debugging multi-agent systems

The tool utilizes OpenTelemetry (OTEL) tracing to construct execution graphs and automatically perform root cause analysis of errors. It allows for precise identification of the node where a contract violation or quality degradation occurred.

🌍 It solves the observability problem in complex AI pipelines, allowing the solution to be integrated into existing infrastructure without deep refactoring.

👤 It enables developers to transform the chaotic debugging of complex systems into a structured process with a clear understanding of exactly which agent "broke" the result.

Source 1: https://github.com/Thomeras/agent_detective