Atlas · GenAI 2026
LangGraph
Multi-agent frameworks (LangGraph, CrewAI, AutoGen)
toolPeak: 2025Agent FrameworksAI consensus: 3/3
Prerequisites
- hardAI Agent Design
Multi-agent systems orchestrate multiple single agents — you must understand one agent before you can coordinate many
- mediumAgent State Management
Multi-agent coordination requires state tracking across agents — state machines formalize the handoffs
Recommended reference
LangGraph docs: langchain-ai.github.io/langgraph — plus Wu et al. (2023) 'AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation' paper
Notes from AI deep research
Anthropic Opus
TW Radar: Adopt! Stateful graph-based workflows. Przeskoczyl LangChain. 33% SO 2025
OpenAI Deep Research
Orkiestracja agentów: pamięć stanu [OA#24]
Google Deep Think
'Roje' agentów o odrębnych rolach [G#52]
Related skills
- → is an instance of: Multi-Agent Orchestration(3/3)
- → is an instance of: AI Agent Design(2/3)