Developed Sandbox Experimentation Guidelines for the OpenwaterHealth/OpenLIFU-python repository by creating a comprehensive README in Markdown, establishing clear processes for organizing, reviewing, and promoting experimental code. This documentation initiative codified how experiments are structured and evaluated, ensuring that prototypes remain self-contained and thoroughly documented before integration into production. The approach emphasized project management and software development best practices, improving the discoverability and governance of pre-release features. By aligning documentation with repository standards, the work laid a foundation for safer, more efficient experimentation and smoother production handoffs, although no major bugs were addressed during this period of focused documentation improvement.