During March 2026, contributed to the metalbear-co team by enhancing documentation quality and CI governance across the mirrord and charts repositories. Developed and integrated automated documentation tooling, including spell-checking and Vale linting, directly into CI workflows using GitHub Actions and YAML. Extended typo detection and markdown governance to multiple repositories, which improved documentation accuracy, consistency, and onboarding for contributors. Leveraged Rust and shell scripting to support schema regeneration and changelog maintenance after documentation fixes. These efforts reduced documentation-related issues, reinforced CI reliability, and established standardized quality assurance practices, resulting in a more maintainable and accessible codebase for the team.