Worked on enhancing file editing workflows by delivering AI-assisted editing capabilities in the continuedev/continue repository, implementing a Git AI integration service that introduced AI checkpoints before and after edits. Focused on improving code quality through lint fixes, import refactoring, and comprehensive test coverage, which increased reliability and maintainability. In the google-gemini/gemini-cli repository, added transcript path retrieval to Gemini hooks, enabling better access to conversation file paths and improving extension functionality. Utilized TypeScript and Node.js, applying skills in AI integration, service architecture, and testing to enable faster iteration cycles and clearer audit trails across both projects without introducing new bugs.