During May 2025, Kevin Shores enhanced the MICM solver path in the NCAR/musica repository by refactoring vector size handling to a switch-based approach in C++. This update improved code readability and maintainability while ensuring accurate vector dimension resolution across various solver types. Kevin integrated support for the CudaRosenbrock solver, laying the foundation for future GPU-accelerated solvers and aligning with performance and scalability goals. The work included robust error handling for unsupported configurations, reducing runtime errors and improving reliability. Kevin’s contributions demonstrated depth in software engineering and C++ development, focusing on maintainable, extensible solutions for scientific computing workflows.