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multi-environment-deployment

Multi-environment Kubernetes deployment pipeline for a FastAPI microservices application. Automates build, test, image publishing, and deployment across four isolated environments (dev, qa, staging, prod) via GitLab CI/CD, with a manual approval gate before production. Includes a parameterized Helm chart and a self-hosted GitLab Runner on AWS EC2.