Stop the Alert Noise — How AI-Powered Anomaly Detection Replaces Static Thresholds That Never Worked
The Alert Fatigue Crisis
One of the most persistent problems in incident management is alert fatigue. Teams drown in alerts that mean nothing, miss the ones that mean everything, and ultimately lose trust in their monitoring systems.
The root cause: static thresholds.
Static thresholds are fixed values that trigger alerts when exceeded. For example: "Alert when CPU usage exceeds 80%."
