What is a common mistake when working with metrics and alerting?

A common mistake with metrics and alerting is alerting on every CPU spike or individual error creates fatigue, causing responders to miss the alerts that actually indicate user impact. The safer approach is to design and test the behavior explicitly rather than assuming the platform or dependency will handle it automatically.