Worked on the ROCm/composable_kernel repository to deliver a targeted logging control improvement for DeviceGroupedConvBwdWeightTwoStage_Xdl_CShuffle warnings. The solution introduced conditional logging based on the CK_LOGGING configuration, ensuring that specific warnings about unallocated workspace appear only when detailed logging is enabled. This approach reduced production log noise while maintaining all core computational behavior and performance. Leveraging expertise in embedded systems, low-level programming, and performance optimization, the developer implemented the feature in C++. The change enhanced observability and maintainability of the codebase, providing a minimal-risk, configuration-driven method for managing log output without altering existing functionality or introducing regressions.