Incident response shifts to agent review workflows

AWS's DevOps Agent for EKS demonstrates how AI can correlate metrics, logs, and audit trails into a reviewable incident narrative. The agent produces an argument, not a vibe, enabling engineers to challenge its findings. This transforms incident response from a blank-page investigation into a structured review workflow.