During February 2025, Kevin Druckman focused on improving contributor documentation for the opea-project/docs repository, specifically targeting the Vector Database integration process. He consolidated and clarified installation, launching, service verification, usage, and testing steps, with particular attention to README naming conventions and cleanup procedures. Working exclusively in Markdown, Kevin incorporated code review feedback to enhance clarity and maintainability, ensuring the documentation aligned with deployment environments and GenAIComps requirements. His work streamlined onboarding for new contributors and reduced the risk of deployment errors. The depth of the documentation updates demonstrated strong attention to detail and a methodical approach to technical communication.