Worked on the milvus-io/milvus repository to enhance dependency installation reliability for Ubuntu 24.04 and newer systems. Developed robust support for Conan installation by updating Bash scripts to handle PEP 668 restrictions on system Python, ensuring compatibility with externally-managed environments. When user-level installs failed, implemented a fallback mechanism that automatically creates an isolated Python virtual environment and symlinks Conan for seamless access. This approach reduced onboarding friction for both developers and CI pipelines by addressing common installation failure scenarios. The work leveraged devops practices, Python scripting, and Bash to streamline setup processes and improve the overall developer experience on modern Ubuntu systems.