Contributed a targeted documentation enhancement to the ollama/ollama repository by integrating Hillnote as a featured community partner. Focused on improving the README, the work highlighted Hillnote’s Markdown-first approach to AI workflows, aiming to increase visibility for ecosystem integrations and streamline onboarding for new users. Leveraged Markdown and documentation best practices to ensure clarity, maintainability, and traceable commit history, supporting future partner integrations. The update aligned with business goals to drive adoption through ecosystem messaging. No bug fixes were recorded during this period, reflecting a concentrated effort on community engagement and documentation quality rather than codebase or feature development.