Writing

Thoughts on AI, Engineering & Fitness

Articles on what I'm building, what I'm learning, and the intersection of AI and fitness coaching.

engineering 9 April 2026

Building an MCP server for persistent workout memory in Pelaris

How I built a production MCP server to give Claude and ChatGPT persistent workout memory, and what broke along the way.

engineering 19 March 2026

I built an AI-powered CI/CD pipeline that manages itself

From user feedback to deployed code. Here's the architecture, the tools, and what building AI at enterprise scale taught me about doing it for Pelaris.

ai 10 March 2026

The interface is the product - AI revolution is a UI/UX revolution

AI capability has outpaced human ability to use it. The bottleneck in 2026 is no longer the model, it's the interaction layer.