Observability in Continuous Delivery Questions

Integrating observability into continuous integration and continuous delivery pipelines to improve deployment safety and speed. Topics include pre deployment checks and environment readiness tests, deployment tracking and correlation across services, post deployment validation using error rates latency and resource usage baselining, canary analysis and anomaly detection, defining golden signals and success criteria, automated rollback triggers and fail safe mechanisms, integration with deployment orchestration and feature flag systems, dashboards and runbooks for deployment investigators, and automating release health scoring and alerting so that pipelines can gate or rollback changes based on objective telemetry.