During December 2024, John Datzman focused on enhancing the StructifyAI/structify-python repository by improving the Python client’s documentation. He addressed a documentation bug by clarifying dataset schema terminology, refining extraction criteria linkage, and updating the grammar in the backsourcing module. Using RST and his documentation skills, John implemented targeted corrections that improved the accuracy and navigability of the project’s technical docs. His work reduced onboarding time and minimized potential misconfigurations for new users. While no new features were released, these updates laid a stronger foundation for future development and aligned with StructifyAI’s standards for high-quality, maintainable documentation.