i build internet things

Notes on AI, language, software, and systems.

WTF is MCP?

Exploring the missing link between LLMs and the real world, and why building your own MCP server is a cheat code for AI development.

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5 min read

Fluency, but Make It Sound Good

How I built a multilingual lyric learning engine that turns music into memory, powered by GPT-4o and a little poetic engineering.

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6 min read