100 Days of MLOps· day 78 of 100
DAY 78MLOps

Alerting on Drift

Day 78 of 100 Days of MLOps. Detecting drift is useless if nobody's told. Today you close the gap between a monitoring number and a human being paged: set a threshold on a drift signal, decide what's actually worth an alert, and fire a notification when the line is crossed. You'll build a check that stays silent on a healthy window and fires a detailed alert on a drifted one — the same threshold-to-notification pattern whether it runs in your code or in Prometheus Alertmanager. Runs 100% locally on any OS.

Jul 12, 2026 10 min read1.8k words

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