Logging and monitoring basics
Logs explain events, metrics show trends, and alerts tell you when user-impacting thresholds break.
- Use structured logs
- Track golden signals
- Alert on symptoms users feel
Logging and monitoring basics
Tagged with monitoring
2 cards
Model monitoring basics
Model monitoring tracks data drift, prediction quality, latency, and operational health after deployment.
- Watch for drift
- Track business metrics too
- Retrain only when signals justify it
Model monitoring basics