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Reports

Long-form writing on AI systems work: what breaks after the demo, what to measure, and how to leave the system operable.

1 report in Observability

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Observability6 min read

Agent observability: traces that show what the agent did, not only latency

When something goes wrong, latency dashboards cannot tell you which tool call or plan step caused the damage.

  • Trace the plan, each tool call, handoffs, and final outcome under one run ID.
  • Separate performance metrics from quality evals; both are required.
  • Attribute cost to workflows and roles, not only to model providers.
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