Terraform for infrastructure as code, Kubernetes and Docker for workloads, and CI/CD on GitLab, GitHub Actions, or Jenkins. On one platform this took deployments from four hours to fifteen minutes; on another it cut deployment overhead by 60% while holding 99.95% uptime.