---
title: "Comment by Jailson Shankle on \"Understanding AI Agents: An Overview\" | Hashnode"
description: "Great breakdown of the fundamental agent architecture—the section on the perception-action loop really clarified how AI agents differ from simple LLM calls. The"
url: "https://hashnode.com/posts/understanding-ai-agents-an-overview/67d8d3b945ed60b509abbb57/comment/69f8a03c95003ab564cb7187"
---

[Discussion](https://hashnode.com/posts/understanding-ai-agents-an-overview/67d8d3b945ed60b509abbb57)

Comment [Understanding AI Agents: An Overview](https://hashnode.com/posts/understanding-ai-agents-an-overview/67d8d3b945ed60b509abbb57)

[Jailson Shankle](https://hashnode.com/@shankle)

[May 4](https://hashnode.com/posts/understanding-ai-agents-an-overview/67d8d3b945ed60b509abbb57/comment/69f8a03c95003ab564cb7187)

Great breakdown of the fundamental agent architecture—the section on the perception-action loop really clarified how AI agents differ from simple LLM calls. The distinction between reactive and deliberative agents is something I’ll reference in my own system design discussions.