Worked on static site generation and test suite reliability across two repositories. In pycontw-frontend, implemented static pre-rendering for conference talks and tutorials using Nuxt.js and JavaScript, which improved user experience and SEO by enabling faster first paint and more reliable route generation. Addressed a bug affecting pre-rendered list routes to ensure complete and stable content delivery. In the picnixz/cpython repository, focused on Python development and testing by refactoring test_sqlite3 to suppress import-time print statements, resulting in cleaner test initialization and more predictable CI runs. Prioritized targeted, minimal changes that enhanced code quality and robustness without altering functionality.