In May 2025, Anramar worked on the google/mcp-security repository, focusing on backend development and configuration management using Python and Git. They enhanced repository hygiene by updating the .gitignore file to exclude IDE and Firebase Studio artifacts, which streamlined onboarding and reduced accidental commits. Anramar also strengthened the search_threats API by making the collection_type parameter mandatory, improving input validation and reducing downstream errors. Their work emphasized maintainable commit practices and clear version control, resulting in a cleaner codebase and more predictable API behavior. The depth of these changes laid a foundation for improved reliability and maintainability in future development cycles.