Automation recovery
Resolve a failed automation run with the right context.
A job fails with an unfamiliar error. Bring its output together with the relevant runbook and previous resolutions, then propose a permitted next step: retry, stop, or escalate for review.
Keep the supporting sources with the recommendation; let the workflow engine control what runs next.