Your observability tools claim everything is fine—but are they lying? Many modern monitoring systems miss critical failures by design, leaving gaps that lead to undetected outages. In this deep dive, we expose the hidden flaws in tools like Sentry, Prometheus, and Grafana, and show you how to build self-testing monitoring that actually works.