Over a two-month period, contributed to DevOps and documentation initiatives across the modelcontextprotocol/servers and docker/cagent repositories. Enhanced the Docker CLI workflow in modelcontextprotocol/servers by introducing interactive and auto-remove flags, streamlining container lifecycle management and improving the developer experience during local development. In docker/cagent, focused on documentation by removing outdated references to MCP server mode, ensuring that product documentation accurately reflected current capabilities and reducing potential user confusion. Leveraged skills in Docker, DevOps, and Markdown to deliver targeted improvements, with work characterized by precise updates that addressed workflow reliability and documentation clarity without introducing new features or bug fixes.