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Many organizations use incident frequency as a proxy for system health. If nothing has broken recently, the system is assumed to be stable. If uptime is high and pages are rare, reliability is treated as solved. This assumption is convenient, but it is often wrong. In practice, the absence of incidents usually says very little about whether a system is well understood, resilient, or safe to change. Quiet Systems Can Still Be Risky Low incident counts tend to mean one of three

Most infrastructure looks fine on paper. It deploys. It scales. It passes reviews. It follows whatever the current best practices are supposed to be. None of that means it is operable. There is a difference between infrastructure that technically works and infrastructure that a team can reliably run over time. Most systems fail in that gap.