Your monitoring is training your team to ignore alarms

A heartbeat monitor with nothing feeding it doesn't fail safe — it reports a permanent false outage. We found one that cried wolf 1,253 times while the system underneath was perfectly healthy. Here's how to find the lying monitors in your stack before alert fatigue costs you a real outage.

• The one question that exposes a phantom monitor in 30 seconds — no code required
• Why an auto-created monitor with no producer is worse than no monitoring at all
• The producer/consumer split behind every false 'missed check-in' alert
• A 3-step audit to make your alerts trustworthy again