Useful Machines is a blog about practical AI, focused on what actually works, what doesn't, and why it matters.

I'm Malik. Most of my spare time goes into building things with AI, prototyping tools, stress-testing agentic systems, and figuring out where things fall apart once the constraints of real use arrive.

This site is where I write about what I learn along the way. It publishes when there's something worth saying.