Worked on the jd-opensource/joyagent-jdgenie repository to enhance build stability by addressing dependency alignment issues within the Maven pom.xml configuration. Focused exclusively on backend build improvements rather than feature development, the work involved troubleshooting and resolving a critical build bug that impacted continuous integration reliability. Leveraging expertise in build tools and XML, the developer ensured that the repository’s build process became more maintainable and consistent, laying a solid foundation for future enhancements. No functional changes were introduced, but the technical approach improved overall CI workflows and aligned the project with best practices in dependency management and build configuration.