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Tracing an agent like a distributed system

An agent that runs for forty turns, calls twelve tools and talks to three models is a distributed system with one process. We spent two years learning to debug those with traces. The GenAI semantic conventions in OpenTelemetry let you do the same thing here, and the first trace I looked at explained a bug that logs had hidden for a month.

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