AutoGen Studio
Prototype multi-agent AI systems without writing orchestration code: AutoGen Studio is
Microsoft's low-code interface over the AutoGen AgentChat framework. You compose teams of
LLM-powered agents in a visual Team Builder, either by drag-and-drop from a component library
or by editing the declarative JSON specification directly. Each agent gets a model, a prompt,
tools (Python functions), and the team gets termination conditions and an orchestration
pattern, sequential or LLM-driven. The Playground runs teams interactively with live message
streaming between agents, a visual control-transition graph, tool-call and code-execution
tracking, and pause/stop controls, which makes it a practical debugger for agent behavior.
Finished teams export as JSON for use in any Python application via the TeamManager class, or
serve as an API endpoint. Any OpenAI-compatible model endpoint works, including local servers
like Ollama or vLLM. Microsoft labels it a research prototype: use it for prototyping and
evaluation, and build production systems on the underlying AutoGen framework.
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