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2026-10-28 Ā· How I use AI

Oct 28, 2026 Ā· Amirouche Amazigh BOUBEKKI

I use AI for most of my work. Three things stay mine: the ideas, the designs, and the decision to publish.

What stays mine

  1. The ideas. Every post starts from something I want to say. AI helps me say it, not decide what to say.
  2. The designs. I design the algorithms. AI writes the scaffolding: the code that follows from a design I made.
  3. The final word. Nothing goes out under my name until I have read it and can stand behind it. If something here is wrong, the mistake is mine.

What AI does for me

  1. English. English is not my first language. I think in French and in the other languages I know, and some of their idioms do not travel well. AI helps me write English that other English speakers can read, without idioms that could mislead, unless I put them there on purpose.
  2. Research. AI helps me find sources, and place what I find in prior art: who worked on this before, and what they called it.
  3. Code. AI scaffolds code from my designs. ā€œGeneratedā€ is not the right word for it.
  4. Search and debugging. For everyday questions and bugs, AI has replaced most of my use of Google and Stack Overflow. It is a better interface for the same old practice: I check what can be checked. What I cannot check, I drop, or I present it clearly as a theory or a claim.

What I don’t do

I don’t run fleets of AI agents that open pull requests nobody asked for. Most of my work, for better or worse, is my own projects, and that is where I use AI. I don’t send other people pull requests made of AI code I don’t understand.

What is coming

For now this page covers the whole site. I am working on a design where each post shows which parts are mine and which are the model’s.

Thanks

The idea of a /ai/ page comes from Gunnar Morling and Robin Moffatt.