False Positive (Alerting)

A false positive is an alert that reports a problem which is not actually affecting users — a false alarm.

False positives are the enemy of trustworthy monitoring. A single flaky network path, a slow DNS lookup, or bot protection challenging a check can look like an outage. If alerts cry wolf, teams start ignoring them — and miss the real one.

Good monitoring suppresses false positives by confirming failures from multiple locations and over multiple checks before opening an incident, trading a few seconds of delay for far higher signal quality.

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