Retrace
Summary
Retrace is a tool that allows developers to debug AI agents by replaying and forking runs.
Similar Articles
I'm tired of manually debugging traces
A developer builds a debugging tool for AI agents that compares replays against reference runs to identify where behavior first drifted, expressing frustration with manual trace debugging.
Tracea
Tracea is a new product offering Datadog-like observability for AI agents, providing features such as tracing, root cause analysis, and team memory.
built a small open source tool to stop AI agents from regressing after changes
replayd is an open source Python tool that captures failed AI agent runs and replays them as regression tests to prevent regressions from returning after changes.
Deterministic Replay for AI Agent Systems
This paper proposes a method for deterministic replay in AI agent systems, enabling reproducible debugging and analysis.
Rerun
Rerun is a tool that claims to be the easiest way to build AI agents for various tasks, featured on ProductHunt.