ci

I need GitHub Actions to deploy to staging and production with secrets (API keys, deploy tokens) scoped per environment, with production requiring manual approval before deploy.

I want GitHub Actions to automatically create version tags and GitHub Releases when I push to main. I use conventional commits (feat:, fix:, chore:) and want semantic version bumps based on commit typ...

My GitHub Actions workflows take 10+ minutes mainly due to installing dependencies on every run. I need to cache dependencies, understand what to cache for Python and Node.js, and handle cache invalid...

My GitHub Actions workflows queue up multiple runs when I push rapidly. I want to cancel old runs when a new commit is pushed to the same branch, while still running all checks on main.

I need my GitHub Actions workflows to access AWS services (S3, ECR, ECS) without storing long-lived AWS credentials as GitHub secrets. I want keyless authentication using OIDC.

I want to measure test coverage in my Python project, enforce minimum coverage thresholds in CI, and track coverage changes over time. I use pytest and want coverage reported in the CI run.