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Dev.to
Dev.to
5/30/2026
I built an open source SDK to catch AI agent regressions before they ship.

I built an open source SDK to catch AI agent regressions before they ship.

Short summary

Replayd is an open-source Python SDK that captures failed AI agent runs as regression tests, then replays them before deployment to catch recurrence early. It handles LLM non-determinism by checking whether specific failures return rather than matching exact outputs—structural failures use deterministic assertions, while semantic failures get LLM judgment. Framework-agnostic and dependency-free in the core.

  • Open-source SDK (replayd) converts AI agent failures into regression tests
  • Handles non-determinism by checking failure recurrence, not output matching
  • Framework-agnostic, zero core dependencies, inviting production feedback

Generated with AI, which can make mistakes.

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