During January 2025, Andreas Muellesa focused on improving documentation quality for the PriorLabs/TabPFN repository. He identified and corrected a mismatch between the documentation and the actual code by updating the ensembling parameter name to n_estimators, ensuring that users could accurately configure the model. This work, carried out using Markdown and leveraging his documentation skills, aimed to reduce user confusion and lower the risk of misconfiguration. Although no new features were added and no code changes were required, Andreas’s attention to documentation hygiene enhanced repository clarity, streamlined onboarding for new users, and contributed to more efficient support and maintenance.