In a high-pressure production outage, the primary enemy isn’t just database latency. It’s the clock. Historically, teams have struggled to diagnose performance regressions in distributed environments because navigation friction slows every step. When an SRE or DBA jumps between disparate screens, correlates disconnected telemetry, and filters through irrelevant noise, cognitive load rises fast. As a result, Mean Time to Detection (MTTD) grows, and Mean Time to Remediation (MTTR) often follows. The solution is not more data. Instead, it is better context.