Worked on the ROCm/jax repository to enhance the clarity of the Cholesky function documentation, specifically addressing the semantics of the upper parameter. Focused on aligning the documentation with the actual Python implementation, the update clarified that setting upper to True computes the upper Cholesky decomposition, while False computes the lower. This documentation-focused contribution aimed to reduce user confusion, lower support requests, and improve onboarding for new users without altering the API or underlying code. Leveraged skills in code review and technical writing to ensure accuracy and maintainability, supporting a smoother developer experience for those working with Python and ROCm/jax.