Blog

Field notes from the build.

What we’re learning, building, and figuring out at Fread. Case studies, practical AI, and honest takes from real work.

Why Python is the best language for AI-written code

I handed a coding agent identical work in four languages: 144 runs, hidden tests, one campaign. Every language shipped working software — but the bill varied by 24%, and the reason was not the one I bet on.

AI lessons from a software book written 20 years before ChatGPT

Domain-Driven Design came out in 2003. It turns out to be a surprisingly good guide to bringing AI into a small business without making a mess.

Welcome to the Fread blog

The Fread blog is live. Stay tuned for case studies, lessons from building with AI, and honest takes from real work.