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FEATURE-STORES5 MIN READ

Triage a Feature Freshness Incident

Use an incident triage path for stale or missing online feature values.

Incident merchant_velocity_10m is two hours stale while the prediction API stays green. The business symptom is a sudden drop in fraud approvals. This is a feature incident, not an API uptime incident. The response must defend decision quality. Triage path Impact -> Scope -> Mitigate -> Preserve evidence SRE-style incident response starts with user or business harm, then narrows the failure surface. Feature freshness incidents need the same discipline. Shortcut Open every dashboard and debate root cause while stale decisions continue. A safe system before a complete explanation. Incident choices should buy either safety, scope clarity, or evidence. 01 Impact…

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