During February 2026, this developer focused on stabilizing the build process for the Xilinx/onnx-mlir repository by addressing header dependency issues in a C++ and MLIR environment. They resolved a critical include path problem for ResultNamesUpdater.hpp, which had previously caused build referencing errors and unreliable CI outcomes. Their approach involved updating references in both the main header and related source files, such as RemovePairsAndMoveDownReshapePass.cpp, to ensure consistency across the codebase. By validating these changes through local builds and continuous integration checks, they improved build reliability and reduced the risk of regressions for downstream models relying on this project.