Over a two-month period, contributed to viamrobotics/docs and viamrobotics/rdk by enhancing documentation clarity and improving API reference management. Focused on refining data governance messaging, clarified how machine data is stored by emphasizing high-level data region concepts and simplifying documentation to reduce ambiguity. Updated code comments in Go to accurately reflect dataset export actions, supporting better developer understanding. Led the deprecation of outdated binary data tagging methods, providing clear migration paths and updating user guides. Documented training log retention policies, ensuring users are informed about data lifecycle. Work centered on Go and Markdown, prioritizing maintainability, compliance, and cross-repository consistency.