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先端AIへの防御、企業担当者2割「何から始めれば」人材・予算も壁

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LLM Observability: Tracing, Logging, Debugging Agent Runs

Why your LLM app will fail silently, and how to see it before your customers do. Three weeks. That is how long a customer-support agent shipped confidently wrong answers for a logistics client I work…

  • LLMs are nondeterministic, producing different outputs for the same prompt.
  • Hidden state (prompt, retrieved chunks, model versions) influences LLM outcomes.
  • Tracing, logging, and evaluations are recommended for LLM observability.

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