During May 2025, Jared Twe focused on build system improvements and UI clarity across three repositories. In Mintplex-Labs/whisper.cpp and ggml-org/llama.cpp, he removed the unused stdc++fs dependency from Linux CMake configurations, streamlining the build process and improving cross-platform compatibility. For actualbudget/actual, Jared refactored the UI by changing the label from 'Close file' to 'Switch file' on both desktop and mobile, clarifying user actions and reducing confusion around file management. His work leveraged CMake, JavaScript, and TypeScript, demonstrating depth in build configuration, frontend development, and UI/UX improvement, with an emphasis on maintainability and user experience.