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Task · Multi-agent handoff

Best AI Frameworks for Multi-Agent Handoff

Frameworks and patterns for agents that delegate to specialists, hand off work and keep state. Start with one well-tooled agent and add more only when it clearly helps.

  • ToolMulti-Step Agent Setups

    LangGraph

    Low-level framework for stateful, controllable agent workflows.

    Effort: High

  • ToolMulti-Step Agent Setups

    CrewAI

    Build collaborative agent crews and flows in Python.

    Effort: Medium

  • ToolMulti-Step Agent Setups

    OpenAI Agents SDK

    A lightweight framework for multi-agent workflows with handoffs and guardrails.

    Effort: Medium

  • ToolMulti-Step Agent Setups

    Claude Agent SDK

    Build your own agents on the same harness that powers Claude Code.

    Effort: Medium

  • SetupMulti-Step Agent Setups

    Specialised subagents in Claude Code

    Delegate review, testing or research to focused subagents with their own context.

    Effort: Low⧉ Prompt

  • ToolMulti-Step Agent Setups

    Dify

    Visual platform for agentic workflows and RAG pipelines, cloud or self-hosted.

    Effort: Medium

  • ToolMulti-Step Agent Setups

    Mastra

    A TypeScript framework for building agents, workflows and AI-powered apps.

    Effort: Medium

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