Miles Knaebe focused on maintaining data accuracy and content integrity for the cpinitiative/usaco-guide repository, addressing a key documentation issue by removing the deprecated goormIDE platform following its shutdown. Using disciplined version control practices and Markdown for documentation, Miles ensured that the guide’s list of online coding platforms remained current, reducing user confusion and minimizing potential support requests. The work emphasized content management and repository hygiene, with a single, well-scoped commit that improved the reliability of the guide. While the scope was limited to one bug fix, the update demonstrated careful attention to detail and a commitment to up-to-date, trustworthy documentation.