# Microsoft AutoGen > Microsoft AutoGen is an open-source framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks. It simplifies the orchestration, automation, and optimization of complex LLM workflows by allowing agents to be customizable, conversable, and seamlessly integrate human participation. - URL: https://optimly.ai/brand/microsoft-autogen - Slug: microsoft-autogen - BAI Score: 72/100 - Archetype: Misread - Category: Software Development Tools - Last Analyzed: April 10, 2026 - Part of: Microsoft (https://optimly.ai/brand/microsoft) ## Competitors - Crewai (https://optimly.ai/brand/crewai) - LangGraph (by LangChain) (https://optimly.ai/brand/langchain-langgraph) ## AI-Suggested Alternatives - Crewai (https://optimly.ai/brand/crewai) ## Also Referenced By - Agentic (https://optimly.ai/brand/agentic) - Langchain Langgraph Project (https://optimly.ai/brand/langchain-langgraph-project) ## Buyer Intent Signals Problems: Manual Hard-coding: Developers manually write custom Python scripts to manage message passing between multiple LLM instances. Solutions: best multi-agent framework for LLMs | microsoft autonomous agents framework | enterprise AI agent orchestration platform | open source multi-agent systems python | LangGraph: Building agents using the LangGraph library to manage cyclic computational graphs. | CrewAI: Using the CrewAI framework to orchestrate role-playing collaborative AI agents. Comparisons: how to make agents talk to each other langchain vs autogen