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All Things PM

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Observability

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A product manager at a whiteboard lays out a long row of small paper tiles, each tile one word fragment, while a narrow window frame on the wall shows only part of the row
AI PM Skills

Reading Logs and Traces: Observability for PMs

LLM observability for product managers means reading traces: the tree of model calls, tool calls and retrievals behind one user request. This guide shows how to read one, what to look for, and how to turn 100 traces into a ranked failure backlog, with AllthingsPM course lessons for each step.

September 28, 2026 · 16 min read
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