Rishi enhanced the containers/ramalama repository by improving the robustness and cross-distro compatibility of its HuggingFace model pull workflow. He addressed a bug where the 'huggingface-cli version' command was unavailable on certain systems, such as Fedora 40 and 41, by replacing the version check with a more general 'available' query. This adjustment, implemented in Python and focused on CLI tool compatibility, ensured that model pulling functions reliably across diverse environments. Rishi’s work reduced environment-specific failures in automation, supporting smoother CI/CD processes and broadening OS support. The solution demonstrated thoughtful attention to compatibility and production workflow reliability.