Ace Alexander Ilog enhanced the test infrastructure for the analogdevicesinc/pyadi-iio repository by introducing hardware-aware test organization. Using Python and leveraging the iio_hardware metadata, Ace restructured the test marker assignment logic to group tests according to specific hardware configurations, improving both clarity and maintainability. This targeted update addressed the need for more reliable and hardware-specific continuous integration feedback. Additionally, Ace performed a focused code cleanup by removing unnecessary debug output, further improving code readability. The work demonstrated a thoughtful approach to software development and testing, with a clear emphasis on maintainable, hardware-aligned test practices within the Python ecosystem.