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 up. The server and the full web app in one command, with demo runs to explore. No Node or Docker needed.tracedown-server. Ingest API, web app, incidents, drift reports, analytics and replay diffs, for production (Postgres, Redis, several workers).
pip install agent-tracedown-server
tracedown up # http://127.0.0.1:7070, opens your browser
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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Release files for agent-tracedown-server 0.5.0
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Total release size: 3.1 MB
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