Worked on stabilizing the agent build process in the deepflowio/deepflow repository by addressing cross-platform failures in the continuous integration pipeline. Introduced a Docker-based workaround using multiarch/qemu-user-static to enable reliable QEMU emulation during CI runs, which reduced flaky builds and improved reproducibility across different architectures. The solution was implemented entirely within the CI layer, ensuring that application code remained unaffected and maintainability was enhanced. Leveraged skills in CI/CD, Docker, and GitHub Actions, with configuration managed through YAML, to deliver a targeted bug fix that improved the reliability and consistency of automated agent builds within the project’s workflow.