Queue time is the canary. When it climbs, the rest of the dashboard usually follows: p95 gets ugly, timeouts show up, errors spike. Here’s a practical guide to what causes it + how to get ahead of it.

www.scoutapm.com/blog/application-monitoring-101-queue-time-can-alert-before-a-breakdown