Stilis focused on improving build reliability and test stability for the fzyzcjy/triton repository during August 2025. Addressing critical issues in build configuration, Stilis resolved a missing CMake dependency to ensure TritonAMDGPUTableGen executed before TritonAMDAnalysis, preventing intermittent build failures. In parallel, Stilis enhanced the testing workflow by configuring the lit test suite to use the in-tree llc from the LLVM build, aligning test execution with the intended toolchain and reducing instability caused by mismatched system binaries. These targeted bug fixes, implemented using CMake and Python, demonstrated a deep understanding of build systems and testing infrastructure within a complex codebase.