Many SRE teams still rely on manual intervention for incident handling; automation can improve response times and reduce toil. We will cover: Setting up comprehensive observability: Cloud Logging, Cloud Monitoring, and OpenTelemetry; Incident automation strategies: Runbooks, Auto-Healing, and ChatOps; Lessons from AWS CloudWatch and Azure Monitor applied to GCP; Case study: Reducing MTTR (Mean Time to Resolution) through automated detection and remediation