Stop Guessing.
Replay Every Agent Failure.
A lightweight debugger that records the full execution timeline of your AI agent — every tool call, context handoff, and state change — so you can replay and fix failures in minutes.
Run ID: #8f92a1
Failure Analysis
The booking_agent failed during context handoff because the dates parameter was dropped from the state memory.
Built for production.
Stop hunting down console logs. Traceloop captures exactly what your agent was thinking, all in one place.
Local-First Storage
All trace logs stay on your machine by default. No data leaves your secure execution environment unless you want it to.
Full Execution Timelines
We record every HTTP request, tool interaction, token usage, and sub-agent context handoff automatically.
Enterprise Security
Our agent monitors LLM outputs for PII leaks and automatically sanitizes payloads before storage.
Team Collaboration (Cloud)
Sync your traces to a shared Traceloop Cloud workspace so your engineering team can debug agent failures together.
Works seamlessly with your favorite frameworks
Ready to stop the guesswork?
Get early access to Traceloop Cloud and start debugging your AI agents with your entire team.