Dev.to
5/30/2026

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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