During November 2025, Av4programming focused on improving test organization within the Stocks in the Future repository. They refactored the testing framework by relocating the navbar_policy_visibility_test from the system tests folder to the integration tests folder, ensuring that test categorization accurately reflected execution context. This adjustment, implemented using Ruby and Ruby on Rails, enhanced the maintainability and clarity of the test suite. By aligning tests with their appropriate categories, Av4programming enabled faster continuous integration feedback and reduced future maintenance overhead. The work demonstrated a thoughtful approach to test architecture and repository hygiene, addressing long-term scalability and reliability in testing workflows.