DeerFlow provides an open-source SuperAgent harness for building and operating agent systems, offering a runtime layer that combines agents with memory, tools, skills, sandboxes, and subagents. It also includes an application layer for deployment and end-user workflows, with Docker-based sandboxing, progressive skill loading, and MCP integration.