Operational resilience breaks down in the time it takes to understand an incident well enough to act. Most ITOps teams can detect that something is wrong. The delay comes later, when engineers have to sort through noisy alerts, disconnected tools, and unclear service dependencies to determine cause, scope, and next steps.
That delay carries real cost in hybrid environme...