Atlassian's RCA bot replaces the on-call correlation grind
At scale, paging someone to eyeball dashboards, logs, and traces and manually guess the culprit eats the most expensive minutes of every incident. Atlassian treats the whole problem as a correlation across three axes: signal type, time, and the service dependency graph. Anomaly detectors plug in modularly, and the engine emits ranked hypotheses so responders go straight to validation. The blast-radius-first approach narrows hundreds of services to tens before analysis even starts.