In November 2024, Biochx overhauled the Python client reference documentation for the NillionNetwork/nillion-docs repository, focusing on improving build reliability and user onboarding. They refactored the namespace to 'nillion_client', removed problematic HTML anchors, and enhanced Markdown and MDX link validation to address compile failures caused by embedded angle brackets. Using JavaScript and Markdown, Biochx stabilized the documentation build process, restored broken links, and improved navigation for Python client users. This targeted documentation work reduced support overhead and accelerated onboarding, demonstrating depth in front-end development and technical writing while addressing specific pain points in the documentation workflow.