In January 2025, Cal Paliu focused on reliability improvements for the dusty-nv/jetson-containers repository, addressing a critical issue in L4T version checks for aarch64 environments. Using Python and system programming skills, Cal identified and resolved a NameError in the architecture detection logic by replacing an undefined variable with platform.machine(), ensuring accurate architecture identification during compatibility checks. This targeted bug fix enhanced the robustness of CI and container provisioning workflows for Jetson devices, reducing build-time failures and improving cross-platform consistency. The work demonstrated careful attention to maintainability and laid a foundation for future enhancements in architecture verification processes.