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agent-tracedown-server

The analysis side of Tracedown, the flight recorder for AI agents:

  • Root-cause analysis. AI stack traces that name the step that caused a failure, with an optional LLM judge.
  • A "who is at fault" verdict for every failed run: the agent, the user, or nobody yet.
  • tracedown-import. Diagnose runs you already record in Langfuse, Arize Phoenix or any OpenTelemetry exporter, with no code changes.
  • tracedown-server. Ingest API, web viewer, incidents, drift reports, analytics and replay diffs.
pip install agent-tracedown-server
tracedown-import langfuse --errors-since 24h      # uses LANGFUSE_PUBLIC_KEY / LANGFUSE_SECRET_KEY
tracedown-import otlp traces.json --failed
tracedown-server --db tracedown.db                # http://localhost:7070

Benchmarks, including the cases where Tracedown loses to simple baselines, are in the repository. Licensed under Apache-2.0.

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