# Common Agent Framework Overview

> Explore the security architectures of popular AI agent frameworks like LangChain, AutoGen, and CrewAI, identifying inherent vulnerabilities and secure configuration practices.

Canonical: https://codelivly.com/rooms/common-agent-framework-overview
Last updated: 2026-10-13

| | |
|---|---|
| Level | Advanced |
| Category | Cybersecurity |
| Lessons | 3 |
| Estimated time | 30 min |
| XP | 100 |

This module provides a deep dive into the most widely used AI agent orchestration frameworks. You will analyze the architectural differences, default security postures, and common misconfigurations in frameworks like LangChain, Microsoft AutoGen, and CrewAI. Understanding these frameworks is critical for red teamers looking to exploit framework-specific flaws and for defenders aiming to implement secure, production-ready agentic deployments.

## Lessons

1. LangChain-Style Agent Frameworks Explained (30 min)
2. AutoGPT-Style Autonomous Loops Explained (30 min)
3. Introduction to MCP as a Framework Standard (30 min)

## Related

- [Learning path: AI Agent Fundamentals and Trust Boundaries](https://codelivly.com/learning-paths/ai-agent-fundamentals-trust-boundaries)
- [All rooms](https://codelivly.com/rooms)