During January 2025, W297833 focused on enhancing the stability and cross-compiler reliability of the simulation core in the loganoz/horses3d repository. They addressed a critical bug affecting GFortran 13 compatibility by refining key search logic within the FTDictionaryClass, ensuring accurate parameter resolution even in edge cases. Their work also included correcting mesh-related storage assignments and improving physics storage initialization, which led to more deterministic handling of gravity direction and acceleration values. Leveraging expertise in Fortran, compiler compatibility, and numerical simulation, W297833’s targeted fixes improved reproducibility and reliability of simulation results across diverse computing environments.