During September 2025, Qingnong focused on stabilizing the build process for the jd-opensource/joyagent-jdgenie repository. He addressed a critical build configuration issue by updating the pom.xml file, resolving dependency alignment problems that had impacted build reliability. Working primarily with XML and leveraging expertise in Maven and build tools, Qingnong made targeted adjustments to improve continuous integration stability without introducing functional changes. This work established a more maintainable and dependable foundation for future development. By prioritizing build health and maintainability, Qingnong ensured that the repository’s technical baseline was robust, supporting the team’s long-term goals for the project.