#AutoGen

Microsoft AutoGen 0.4: Event-Driven Actor Architecture for Autonomous Swarms

An architectural breakdown of Microsoft AutoGen v0.4. We analyze the event-driven Core actor framework, protobuf message transport, state persistence, dynamic swarm routing, and building resilient multi-agent swarms.

Multi-Agent Orchestration in 2026: LangGraph vs AutoGen Studio vs CrewAI

An exhaustive framework benchmark for multi-agent systems. We evaluate state persistence, cyclic human-in-the-loop flows, event-driven async performance, and memory leak resilience across LangGraph, AutoGen 0.4, and CrewAI.

Multi-Agent Orchestration: LangGraph StateGraphs vs AutoGen vs CrewAI State Machines (2026)