Worked on stabilizing the manifest generation pipeline for the KittyCAD/kcl-samples repository by focusing on the reliability and correctness of CI workflows. Addressed a critical issue in the GitHub Actions configuration, ensuring that changes to manifest.json are accurately detected and that subsequent manifest updates are automatically committed. Leveraged CI/CD best practices and YAML to create a deterministic and auditable update flow, reducing the need for manual intervention. This work improved the overall reliability of the continuous integration process, linking change detection directly to commit and push steps, and ensured that manifest updates are consistently and transparently managed within the repository.