During January 2025, this developer contributed to the ROCm/xla repository by enhancing the documentation for the Logistic Expander module. Focusing on code correction and documentation, they updated comments to accurately reflect the mathematical formula implemented in C++, addressing a typo that previously caused potential confusion. Their approach emphasized maintainability and clarity, ensuring that documentation closely matched the underlying code and reducing onboarding time for future contributors. Although no bugs were fixed during this period, the work improved knowledge transfer and auditability within the codebase. The developer’s efforts centered on precise documentation and code alignment, supporting long-term project sustainability.