Worked on the rasbt/llms-from-scratch repository, focusing on improving code clarity and maintainability rather than introducing new features. Addressed a specific bug by refining a code comment related to input length constraints in the model’s forward method, ensuring that contributors and users better understand the context_length parameter. This adjustment helps prevent edge-case misinterpretations during model execution, reducing ambiguity and supporting more reliable development. Utilized Python and applied strong documentation and code commenting skills to enhance developer guidance. The work prioritized clear communication within the codebase, contributing to a more robust and accessible project for future contributors and users alike.