Koyo Yagi delivered the WAFL-Whisper integration for the jo2lxq/wafl repository, focusing on configuration management and DevOps practices to improve build reproducibility and project maintainability. Using Git and Shell scripting, Koyo established default build settings, set up tracked data and results directories with .gitkeep files, and updated the project’s documentation in Markdown to reflect the new integration. This work addressed onboarding challenges and ensured directory integrity when cloning the repository. While no bugs were fixed during this period, the depth of the integration and documentation updates laid a solid foundation for faster, more reliable feature delivery in future development cycles.