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Day-2 Operations & Reliability

How do I run post-incident reviews for probabilistic agent execution failures?

Effective post-incident reviews for probabilistic agent execution failures follow a structured, categorized approach. Begin by separating deterministic workflow errors from probabilistic failures like model hallucinations or transient tool errors for agent platforms, then quantify the incident’s overall impact and identify gaps in guardrails for non-deterministic workflow steps. Remember that containment for these failures does not prevent all future instances, as model behavior can vary unpredictably.

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