[Feature Request]: native implementation of langchain's langgraph orchestration.

[therealtimex]

Is your feature request related to a problem? Please describe.

LangGraph is an orchestration framework for complex agentic systems and is more low-level and controllable

Describe the solution you'd like

AG2 supports Langgraph

Additional context

https://www.langchain.com/langgraph

[jonathanmv]

Hey @therealtimex , just curious. Why would you like this framework to support langgraph as well?

is there something you’re not able to do with AG2 that Langgraph will unlock?

[therealtimex]

Langgraph is perfect for stateful multi-actor systems where you need fine control over execution flow and state. It integrates well with LangChain ecosystem.

AG2 is great for agent collaboration but adding LangGraph would give us better state management and workflow control.

I can think of key benefits:

• Robust state persistence (save/resume workflows, error recovery)
• Graph-based workflow visualization and management
• Better control over cycles/loops in agent interactions
• Enhanced debugging capabilities with time travel

This combo would let us keep AG2's flexible agent system while adding stronger workflow orchestration + state management. It makes sense for complex multi-agent applications where we need both.