Tracely

Tracely is a trace-native CI/CD platform for AI agents that automatically converts production failures into regression tests. It captures every agent trace via OTLP, grades runs with LLM-as-judge evaluators, clusters failures into issues, and freezes bad runs into hermetic test cases that block pull requests. The platform supports any agent stack including OpenAI, Anthropic, LangChain, and LangGraph.

Designed for teams building production AI agents, Tracely eliminates hand-authored test datasets by deriving all quality signals from real production traces. Failed runs are replayed in CI with recorded tool and model fixtures at zero cost, and the system alerts immediately when regressions occur. The project is built with Claude and available as self-hosted or managed SaaS.