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SwarmTrace

Debugging multi-agent LLM systems is painful. When a pipeline fails, you don't know which agent caused it and have to re-run everything from scratch. SwarmTrace fixes this: - Span tree viz — every agent action as an OTel…

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Debugging multi-agent LLM systems is painful. When a pipeline fails, you don't know which agent caused it and have to re-run everything from scratch. SwarmTrace fixes this: - Span tree viz — every agent action as an OTel graph - Time-travel replay — fork any step, edit prompt, replay downstream only - LLM-as-judge — auto scoring of each agent's output - WebSocket streaming, OTLP export, PyPI SDK No sign-up — click "Try Demo →" on the login page.

Discovery history

  1. Product Hunt 新品

    Aug 14, 2026 · 1 observations

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