Its basically that staring at the log patterns in graph form or system stats you get a pretty good idea of what 'normal' looks like and anomalies stick out pretty quickly.

Though having a person interpretingthe degradation progress and relaying it to the rest of the team could be a usable scene.

This is what Grafana was made for...