Ian Liu focused on backend development and testing for the bcgov/nr-forests-access-management repository, dedicating his efforts to improving test reliability. He addressed a persistent issue in the test suite by updating it to use a valid user ID, ensuring that automated tests reflected realistic scenarios and reducing the occurrence of flaky failures. Working primarily with Python, Ian enhanced the accuracy of continuous integration feedback and minimized the risk of production issues caused by invalid test data. His work demonstrated a methodical approach to stabilizing the testing process, though the scope was limited to a single bug fix during the reported period.