---
title: "warmcoding (@warmcoding) | Hashnode"
description: "Indie hacker. Building AI audio tools & MCP servers. Read the latest articles by warmcoding on Hashnode."
url: "https://hashnode.com/@warmcoding"
---

@warmcoding

# warmcoding

@warmcoding · Joined November 2026

Indie hacker. Building AI audio tools & MCP servers.

[Website](https://www.sonicaurastudio.com/)

### [From REST APIs to MCP Servers: Adapting Your Architecture for AI Agents。](https://sonicaura.hashnode.dev/from-rest-apis-to-mcp-servers-adapting-your-architecture-for-ai-agents?utm_source=hashnode&utm_medium=feed)

Why we migrated our APIs and the technical hurdles we faced

5 min read · [sonicaura.hashnode.dev](https://sonicaura.hashnode.dev/from-rest-apis-to-mcp-servers-adapting-your-architecture-for-ai-agents?utm_source=hashnode&utm_medium=feed)

[2d ago](https://hashnode.com/posts/from-rest-apis-to-mcp-servers-adapting-your-architecture-for-ai-agents/6af1c7a7ac1000e1304bd2e1)