During March 2025, Mohamed Koubaa enhanced startup logging for runtime initialization in the ansys/pymechanical repository. He focused on improving observability by adding granular debug and warning logs to runtime.py, specifically around binding assemblies and function codec registration. Using Python and leveraging his skills in debugging and logging, Mohamed clarified the initialization flow, making it easier to trace and diagnose startup issues. This work reduced ambiguity in the startup sequence and enabled faster monitoring and health checks in production environments. The depth of his contribution lies in modernizing the logging infrastructure, which supports maintainability and reproducibility for future development efforts.