During October 2025, Kevin M. focused on enhancing the discoverability of Manta Graph visualizations within the HelixDB and assistant-ui repositories. He implemented Markdown-based README badges that link directly to Manta Graph features, standardizing their presentation to ensure consistent visibility across both projects. This documentation-driven approach improved the user experience by making external metrics more accessible without altering core application logic. Kevin’s work centered on cross-repository collaboration and observability, leveraging his skills in documentation and Markdown. While no major bugs were addressed during this period, the updates maintained project stability and contributed to a more transparent and user-friendly development environment.