Worked on the alibaba/loongsuite-go-agent repository to address dependency management challenges affecting build stability. Focused on correcting Go module replace directives to ensure accurate resolution of the 'pkg' directory, this developer implemented a targeted patch that eliminated import errors during CI builds. By refining Go Modules usage and improving dependency resolution, the changes reduced intermittent build failures and streamlined onboarding for new contributors. The work demonstrated a strong grasp of Go and dependency management, with an emphasis on maintainability and cross-repository collaboration. This contribution enhanced the reliability of the build process and improved the overall developer experience for the project.