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    • The Pragmatic Programmer Series
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    • AI Agent Engineering for Developers
      • The Agent Loop

Agent Observability

Robot surrounded by icons of settings, configuration, warning, check and database.

Tracing Agent Behavior: The Fastest Way to Understand What Went Wrong

AI Agent Engineering for Developers, The Agent LoopBy Sami03.06.2026Leave a comment

If an agent fails and you only have the final answer, you are debugging blind. This article explains how useful traces expose the exact step, tool, state, or context failure that actually broke the run.

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