During April 2025, Jcy focused on improving build reliability for the kvcache-ai/ktransformers repository by addressing documentation gaps related to CUDA dialect prerequisites. They identified that unclear CMake version requirements were causing build failures on Ubuntu 22.04, particularly in CI and local environments. Using Markdown, Jcy updated the documentation to specify the minimum required CMake version and provided explicit instructions for upgrading via the Kitware APT repository. This targeted documentation fix reduced misconfigurations and support overhead, aligning environment setup with project standards. Their work demonstrated attention to detail in documentation practices and contributed to smoother onboarding and more stable build processes.