Walk a freshness breach without guessing
Triage a freshness SLO breach by checking consumer impact, dependency state, and safe recovery options in order.
Freshness breach Customer health is 76 minutes late against a 30-minute SLO. Sales leadership opens the dashboard at 9:00 a.m. The wrong first move can either waste the remaining window or publish suspect data. SLO triage Confirm -> isolate -> recover -> communicate Treat freshness as a user-facing reliability promise. The goal is not to make the DAG green; it is to restore or explain the consumer-facing dataset. Reflex Clear the red task and hope A bounded recovery plan instead of a dashboard panic. A freshness incident is solved at the earliest broken dependency that still preserves correctness. 01 Confirm…
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