Alerting
Domain: MLOps
🎯 Motivation
Automatic notifications when model performance degrades, errors spike, or anomalies are detected.
📋 Concrete Example
Alert: ‘Model accuracy dropped from 88% to 75% in the last hour. Investigate.’ The team gets a Slack message and investigates immediately.
🔗 Analogy
A smoke alarm - it detects smoke and alerts you immediately. Alerting notifies the team when model performance degrades.