During this period, work centered on stabilizing the Ngram module within the ggml-org/llama.cpp repository by addressing a critical compilation issue. The developer identified and resolved a missing algorithm header, restoring full functionality and ensuring reliable operation of the Ngram component. This targeted bug fix improved the stability of downstream features and minimized the risk of production downtime for dependent workflows. The approach demonstrated careful attention to C++ header management and build integration, with a focus on maintainability and code quality. Core skills applied included C++ development and algorithm implementation, contributing to a more robust and dependable codebase.