deerflow
About DeerFlow
Open-source SuperAgent harness from ByteDance that orchestrates sub-agents, long-term memory, extensible skills, and Docker-based sandboxes to execute complex, long-horizon tasks like deep research, coding, and content creation.
Key Capabilities
Docker/Kubernetes sandbox with persistent filesystem and bash execution
Hierarchical multi-agent orchestration with parallel sub-agents
Progressive Markdown-based skill loading with MCP server support
Model-agnostic: works with OpenAI, Claude, DeepSeek, Ollama, and more
Long-term and short-term memory for persistent context across sessions
Built-in observability via LangSmith and Langfuse integrations
Standout Features
Docker Sandbox
Agents get their own isolated computer with persistent filesystem, bash execution, and browser access.
Sub-Agent Orchestration
Lead agent spawns parallel sub-agents with isolated contexts and automatic summarization.
Persistent Memory
Long-term and short-term memory system stores user preferences and context across sessions.
Extensible Skills
Markdown-based skills loaded on demand, with custom extensions via MCP servers or Python.
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