During February 2025, Broz focused on refining the mistralai/cookbook repository by addressing a targeted bug in the text_to_SQL.ipynb notebook. He improved prompt formatting by removing extraneous spaces before question marks and updated test expectations to match the corrected prompts, which enhanced both clarity for users and the reliability of automated tests. Working primarily with Python, Jupyter Notebook, and SQL, Broz ensured that notebook demonstrations remained consistent and maintainable. Although no new features were introduced, his work contributed to higher quality and usability of the notebook, emphasizing careful alignment between prompt grammar and test data throughout the project.