```mermaid timeline title Powertools for AWS Lambda (Python) CI/CD pipeline section Continuous Integration Project setup
(make dev) : Code checkout : Virtual environment : Dependencies : Git pre-commit hooks : Local branch : Local changes : Local tests Pre-commit checks
(git commit) : Merge conflict check : Trailing whitespaces : TOML checks : Code linting (standards) : Markdown linting : CloudFormation linting : GitHub Actions linting : Terraform linting : Secrets linting Pre-Pull Request
(make pr) : Code linting : Docs linting : Static typing analysis : Tests (unit|functional|perf) : Security baseline : Complexity baseline : +pre-commit checks Pull Request
(CI checks) : Semantic PR title check : Related issue check : Acknowledgment check : Code coverage diff : Contribution size check : Contribution category check : Dependency vulnerability check : GitHub Actions security check : +pre-pull request checks After merge
(CI checks) : End-to-end tests : Longer SAST check : Security posture check (scorecard) : GitHub Actions security check : Rebuild Changelog : Deploy staging docs : Update draft release section Continuous Delivery Source code anti-tampering : Checkout release commit code : Bump release version : Seal and upload artifact Quality Assurance : Restore sealed code : +Continuous Integration checks Build : Restore sealed code : Integrity check : Build release artifact : Seal and upload artifact Provenance : Detect build environment : Generate SLSA Builder : Verify SLSA Builder provenance : Create and sign provenance : Seal and upload artifact : Write to public ledger Release : Restore sealed build : Integrity check : PyPi ephemeral credentials : Publish PyPi : Baking time Git tagging : Restore sealed code : Integrity check : Bump git tag : Create temporary branch : Create PR Lambda Layers : Fetch PyPi release : Build x86_64 architecture : Build ARM architecture : Deploy Beta : Canary testing : Deploy Prod Lambda Layers SAR : Deploy Beta : Deploy Prod Documentation : Update Lambda Layer ARNs : Build User Guide : Build API Guide : Rebuild Changelog : Release new version : Update latest alias : Create temporary branch : Create PR Post-release : Close pending-release issues : Notify customers ```