Guides

Everything you need to build and run a one-person AI-controlled business. Tagged #multi-agent.

3 guides

Agent Frameworks·guide·intermediate·10 min

CrewAI vs AutoGen vs LangGraph: Which Agent Framework to Use

A direct comparison of the three leading open-source agent frameworks in 2026. Covers architecture, use cases, strengths, weaknesses, and how to choose for your specific situation.

#crewai#autogen#langgraph#agent-frameworks#multi-agent

Orchestration Patterns·guide·intermediate·7 min

Scaling LangGraph with Hexagonal Architecture: Production Patterns for Multi-Agent Systems

Reference architecture for maintaining complex LangGraph deployments with 8+ nodes, contract-driven state management, and 110 integration tests. Framework-independent core patterns that prevent AI agents from breaking architecture boundaries.

#langgraph#architecture#hexagonal-architecture#state-management#multi-agent

Orchestration Patterns·guide·intermediate·8 min

Building Production-Ready Multi-Agent Systems with FastAPI, Pydantic-AI, and MCP

Workshop repo demonstrating how to orchestrate multiple AI agents using FastAPI, Pydantic-AI, MCP servers, and agent-to-agent communication patterns for real-world applications.

#multi-agent#fastapi#pydantic-ai#mcp#agent-to-agent