During June 2025, Circuitsacul focused on improving data accuracy within the GulfOfMexico repository by addressing a bug in the end-of-test cheating metric. They identified and corrected the cheating count from 111 to 112, ensuring analytics accurately reflected test outcomes. This update involved meticulous validation of metric calculations and careful documentation using Markdown, with all changes traceable to the relevant work item and commit. Circuitsacul’s approach emphasized data integrity and reliability, linking code changes to issue tracking for transparency. Their work demonstrated a strong commitment to documentation and cross-functional collaboration, ultimately enhancing the trustworthiness of test analytics dashboards for stakeholders.