---
title: "Discussion on \"Your API Wasn't Built for AI Agents — Here's How to Fix It\" | Hashnode"
description: "Discussion on \"Your API Wasn't Built for AI Agents — Here's How to Fix It\". Learn how to design and retrofit APIs for AI agent consumption. Covers OpenAPI specs, structured errors, OAuth 2.0, MCP, HATEOAS, and a migration checklist."
url: "https://hashnode.com/posts/your-api-wasnt-built-for-ai-agents-heres-how-to-fix-it/699324bd5fcb530907525c95"
---

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Discussion

# [Your API Wasn't Built for AI Agents — Here's How to Fix It](https://suprahuang.cc/your-api-wasnt-built-for-ai-agents-heres-how-to-fix-it?utm_source=hashnode&utm_medium=feed)

Learn how to design and retrofit APIs for AI agent consumption. Covers OpenAPI specs, structured errors, OAuth 2.0, MCP, HATEOAS, and a migration checklist.

Feb 16 · 16 min read · suprahuang.cc  
Read the article

-   [#api-design](https://hashnode.com/tag/api-design)
-   [#ai-agents](https://hashnode.com/tag/ai-agents)
-   [#web-development](https://hashnode.com/tag/web-development)
-   [#javascript](https://hashnode.com/tag/javascript)
-   [#software-architecture](https://hashnode.com/tag/software-architecture)

## Written by

[黃小黃](https://hashnode.com/@supra126)

@supra126 · Taiwan

  
[View profile](https://hashnode.com/@supra126)

Full-stack Product Engineer & Consultant. Sharing insights on Architecture, AI, and Real-world Solutions.

Full-stack product engineer and open source contributor based in Taiwan. I specialize in building practical solutions that solve real-world problems with focus on stability and user experience. Passionate about Product Engineering, Solutions Architecture, and Open Source collaboration.

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