Worked on stabilizing kernel code for the ROCm/flash-attention repository, focusing on improving DSL compatibility and pointer handling within the SM100 tier. Addressed a targeted bug by standardizing the use of .ptr for TmemAllocator scalar fields, which eliminated DSL warnings and ensured consistent behavior across all SM100 kernel implementations. The work involved backend development using CUDA and Python, with an emphasis on memory management and code maintainability. No new features were introduced during this period, but the changes improved code readability, reduced the risk of pointer-related regressions, and made onboarding easier for future contributors working with SM100 kernels.