OpsTrails fits into many different operational workflows. These patterns show common ways teams use OpsTrails to improve their deployment, incident response, and operational visibility.
Track every deployment across all environments. CI/CD pipelines fire events on deploy, the timeline shows full deploy history, and AI correlates deployments with error spikes.
When an incident fires, AI instantly answers “what changed?” by querying the timeline. Engineers get context in seconds instead of minutes.
Track releases across microservices. Query “what versions are in production?” to get a full release matrix.
Track ETL jobs, data loads, and migrations. Correlate data pipeline events with downstream issues.