During January 2025, Mngom focused on enhancing the GPyTorch Aurora documentation within the argonne-lcf/user-guides repository. They consolidated and clarified the Getting Started section, fixed navigation and link issues, and updated instructions for login and job submission to align with the current Aurora workflow. Using Markdown and leveraging strong documentation skills, Mngom emphasized the importance of running setup steps from a compute node, directly addressing common user errors. The work resulted in a cleaner, more reliable onboarding experience for Aurora users. The depth of the updates, delivered through multiple commits, reduced confusion and improved the overall usability of the documentation.