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Agentic AI Needs a New Kind of Observability, Here's Why

For the last decade, observability has been built around a fairly simple mental model: a request comes in, it moves through a handful of services, and somewhere in that path, something goes wrong.

  • Agentic AI's unpredictable nature challenges traditional observability models.
  • New observability approaches focus on capturing intermediate reasoning steps and tool choices.
  • Teams are developing custom observability solutions for agentic AI monitoring.

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