During November 2024, K. Benzie focused on improving Windows build reliability for the Unified Memory Framework in the oneapi-src/unified-memory-framework repository. Addressing a persistent issue with library output directory handling, K. Benzie delivered a targeted fix to ensure umf.dll is correctly placed when building with Ninja CMake, rather than defaulting to Visual Studio generator assumptions. This solution involved in-depth work with CMake scripting and build system configuration, specifically handling Windows path conventions. By resolving this bug, K. Benzie reduced tool and indexing issues, improved packaging reliability, and enhanced cross-generator compatibility, demonstrating strong proficiency in CMake and build system debugging.