Jakub Zytka developed an automated commit message linting workflow for the backend-developers-ltd/ComputeHorde repository, focusing on improving code review efficiency and release note quality. He implemented a GitHub Actions pipeline using Python and YAML to integrate gitlint, introducing a custom rule that enforces an 'Impacts' footer in every commit. This approach standardized commit messages, reduced ambiguity in change logs, and enhanced traceability across the project. Jakub refined the linting policy to balance enforcement with developer productivity, stabilizing the CI process without introducing false positives. His work demonstrated strong skills in CI/CD, Git, and automated repository hygiene practices.