During August 2025, the developer contributed to the tobymao/sqlglot repository by improving the accuracy and reliability of its documentation. Toby corrected the ParseError import path in the README, ensuring that the example code executes as intended and properly demonstrates error handling for parsing issues. This update, implemented using Markdown and Python, addressed a documentation bug that previously hindered onboarding for new users. By focusing on documentation and error handling, Toby enhanced the developer experience without altering runtime behavior. The work demonstrated attention to detail and alignment with project standards, resulting in clearer guidance and smoother onboarding for SQLGlot contributors.