Blog

Writing & notes

Engineering, AI, programming, entrepreneurship and life in Germany — written as I learn it, not after the fact.

Not theory — the exact patterns I copy-paste into new AI-powered features, and why each one works.

A practical, opinionated tour of Server Components, data fetching and rendering modes in the App Router.

Lessons from turning an idea into a real product while still a full-time engineering student.

Engineering gives you rigor. AI gives you leverage. Here's how I think about combining both instead of specializing too early.

Leaving Morocco for Germany taught me more about discipline and systems thinking than any lecture hall did. Here's what actually happened.