Agentic Blueprints 11

Multi-Agent Debate

io.github.microsoft/multi-agent-debate

Autogen

Several solver agents answer the same problem, read each other's answers, and revise over rounds until the majority converges.

Mixture of Agents

io.github.microsoft/mixture-of-agents

Autogen

Layers of worker agents refine the previous layer's answers, with an orchestrator combining them into a stronger final response.

Group Chat (AutoGen pattern)

io.github.microsoft/group-chat-pattern

Autogen

A group-chat manager coordinates role agents — writer, editor, and friends — publishing turns to a shared conversation.

Sequential Workflow (AutoGen pattern)

io.github.microsoft/sequential-workflow-pattern

Autogen

Four agents in a strict pipeline, each transforming the previous agent's output — the assembly-line shape, minimal and clean.

Semantic Router

io.github.microsoft/semantic-router

Autogen

A semantic router classifies each incoming message and dispatches it to the right agent over a distributed pub/sub runtime.

Magentic-One

io.github.microsoft/magentic-one

Autogen

Microsoft's generalist five-agent team: an orchestrator directing a web surfer, file surfer, coder, and terminal to solve open-ended tasks.

Selector Group Chat

io.github.microsoft/selector-group-chat

Autogen

An LLM selector reads the conversation and picks which agent speaks next — planner, searcher, or analyst — instead of a fixed turn order.

Distributed Group Chat

io.github.microsoft/distributed-group-chat

Autogen

A writer and an editor collaborate in a group chat where every agent runs in a separate distributed runtime, talking over gRPC.

Handoffs (AutoGen pattern)

io.github.microsoft/handoffs-pattern

Autogen

Swarm-style handoffs in AutoGen: triage, sales, and refund agents transfer the conversation to whoever should own it next.

Concurrent Agents (AutoGen pattern)

io.github.microsoft/concurrent-agents-pattern

Autogen

Fan a task out to multiple agents at once and gather their results — AutoGen's minimal parallel pattern.

Reflection (AutoGen pattern)

io.github.microsoft/reflection-pattern

Autogen

A coder agent and a reviewer agent in a critique loop: code, review, revise, until the reviewer approves.