This preview outlines the capability introduced by this runbook and the role it plays in the larger automation system.
Failure artifacts are only valuable if they can be interpreted quickly and consistently. This runbook introduces a deterministic triage layer that classifies failed tests, prioritizes evidence, and provides bounded next-step guidance without pretending to resolve the issue automatically.
Failure handling becomes operationalized—reducing confusion, shortening time-to-orientation, and creating a scalable path from signal to action.
The full runbook includes triage logic, output shape, evidence-first review flow, and guardrails for deterministic first-pass diagnosis.
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