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Secure CI/CD pipelines for Kubernetes and Docker automate builds, tests, vulnerability scanning, and deployments. They use multi-stage builds, non-root execution, and Trivy scanning to deliver hardened, production-ready container images.

The best way to optimize Docker images is using multi-stage builds, minimal base images, and layer caching. This reduces image size and attack surface, producing hardened, production-ready containers.

Integrate vulnerability scanning by adding Trivy image scanning to your automated CI/CD pipeline. This scans containers during the build process, catching vulnerabilities before staging or production deployments.

Yes, the workflow supports Docker Compose for local stacks and Kubernetes with Helm for production orchestration. It automates secure deployments and governance for microservices platforms.

Yes, automated container deployments can enforce non-root execution and secret management. These security hardening techniques are integrated into the pipeline to protect microservices during staging and production rollouts.