The ability to execute Android applications on macOS is a pivotal requirement for software developers, gaming enthusiasts, and researchers engaging in cross-platform usability studies. With continuous advancements in virtualization and emulation technologies, macOS users can seamlessly instantiate Android environments to facilitate software testing, optimize development workflows, or experience the Android