During June 2025, work focused on enhancing documentation within the NIGMS/NIGMS-Sandbox repository, specifically improving the Azure ML Notebook Cloning guide. The developer clarified the process for cloning GitHub repositories in both Azure Notebooks UI and JupyterLab environments, refining instructions for changing or adding notebook kernels. Using Markdown for technical writing, the updated documentation detailed step-by-step workflows and troubleshooting guidance, aiming to streamline onboarding for data scientists and developers. By addressing reproducibility and setup challenges, the contribution reduced support overhead and improved clarity for users working with Azure ML, GitHub, and JupyterLab in collaborative data science projects.