During January 2025, Joel Hawksley focused on improving data integrity within the primer/design repository by addressing a specific team membership issue. He implemented a targeted data-correctness fix using JavaScript, updating a boolean flag in the team data structure to accurately reflect his own alumni status. This precise adjustment enhanced the accuracy of team membership and alumni reporting, ensuring that downstream systems relying on this data would function correctly. Joel’s work demonstrated attention to detail in data management, prioritizing minimal risk and rapid deployment. While the scope was limited to a single bug fix, the solution was well-executed and technically sound.