Multi-stage CI/CD pipeline for a cultural learning platform featuring automated source, build, test, approval, and deploy stages with progressive rollout across dev, staging, and production environments. Git webhooks trigger compilation, Docker image creation, and containerized artifact push to a registry, followed by unit, integration, security, and code quality testing with automated reporting. Manual approval gates and release notes precede blue-green deployment to production with health checks, rollback capability, and CloudWatch monitoring integration. This architecture enforces shift-left security scanning, comprehensive test coverage reporting, and safe production deployments through staged validation and automated rollback on health check failure. Fork this diagram on Diagrams.so to customize stages, add deployment targets, or integrate your preferred CI/CD platform and monitoring tools.