Worked on stabilizing the build system for the llvm/torch-mlir repository by addressing persistent compilation issues related to GCC 10. The primary focus was upgrading the manylinux image within the build_linux_packages.sh workflow, moving to GCC 14 to restore reliability to the continuous integration pipeline. Using Shell scripting and DevOps practices, the update resolved environment-related CI failures and reduced flaky build runs. The work emphasized reproducibility, with detailed commit notes and rationale to support future maintenance. This effort improved the consistency of the torch-mlir build process and ensured a more robust foundation for ongoing development and auditability within the project.