Atlassian Automates Root Cause Analysis

Atlassian has outlined a new approach to automating root cause analysis for cloud-native incidents. The system correlates metrics, logs, distributed traces, and service topology to generate ranked hypotheses about failure origins and propagation. It uses OpenTelemetry-derived service maps to identify affected services and applies different detection methods to each signal type, converting findings into a common anomaly format for correlation.