Agent frameworks

Microsoft AutoGen

Framework for building LLM applications using multiple agents that can converse to solve tasks.

Overview

Developed by Microsoft, it enables the creation of multi-agent applications where agents communicate via chat. It supports human-in-the-loop interactions, code execution, and specialized agents like 'AssistantAgent' and 'UserProxyAgent'.

Best for

Code-generation agents with execution loops
Research-heavy tasks requiring multiple specialized agents

Trade-offs

vs CrewAI

AutoGen provides deeper control over conversation patterns and code execution safety; CrewAI offers a more structured, role-based workflow abstraction.

What XeroHack pre-wires

When you pick Microsoft AutoGen in the interview, the engine emits these files into your scaffold:

Two-Agent Chat
Group Chat
Nested Chats

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