This article discusses how Git-like workflows can improve data deployment and management. It highlights the challenges of handling data pipelines and the need for versioning and rollback capabilities in data engineering. The author also introduces tools like LakeFS and Tigris that aim to integrate Git principles into data workflows.

pinact is a command-line tool that helps you edit and pin versions of GitHub Actions and reusable workflows. It allows you to update versions, verify annotations, and create pull request reviews for better security and reliability in CI/CD pipelines.