During August 2025, Crushernotdrip focused on improving data integrity in the TodePond/GulfOfMexico repository by correcting the logic that tracked cheating statistics in test results. They identified and fixed a bug that previously inflated the count of users who skipped to the end of assessments, ensuring analytics now reflect actual user behavior. Their work centered on updating Markdown-based documentation to clearly describe the revised methodology and linking changes to issue #904 for traceability. By prioritizing documentation and bug resolution over new features, Crushernotdrip enhanced the reliability and auditability of assessment data, demonstrating careful attention to maintainability and reproducibility.