Mark Williams developed foundational deployment documentation for the sciety/sciety repository, focusing on Nlnet Tasks 1a and 1b. He researched and documented both manual ISO installation and automated deployment using nixos-anywhere, enabling reproducible and scalable NixOS environments with Bonfire. His work detailed deployment options, outlined current Nix integration limitations, and clarified the intended audience, supporting AI-assisted development and cloud deployment experiments. By integrating Markdown and SVG for clear, accessible documentation, Mark established a reproducible deployment guide that reduces risk and accelerates future experimentation. The depth of his documentation provides a solid baseline for ongoing DevOps and cloud research initiatives.