Tracely: trace-native CI/CD for AI agents
Trace-native CI/CD for AI agents: grades every production trace as it lands, clusters failures into issues, and freezes bad runs into hermetic regression cases that block the offending PR. MIT, self-hostable.
Why it matters
It deletes the hand-authored eval dataset: production traces are already the perfect failing examples, so failure detection, clustering, and CI gates are all derived from real runs.
What you could build with it
A team shipping a customer-support agent could pipe production traces through the failure clustering, turning each real user-visible failure into a CI regression case so the next prompt change cannot reintroduce it.
Does it hold up?
Too early to judge - launched Oct 11; the hermetic-replay CI gate is the key claim to watch in real agent teams.
Learn more
First spotted on github: source.
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