AI in practiceLinkedIn post

How long will AI supervision stay critical?

A March 2026 estimate of how long human supervision will remain a core engineering responsibility as AI tools improve.

I'll put a number on it: 2 years. ⏳

That's my estimate for when AI supervision stops being a full-time engineering responsibility. When the quality gap closes enough that the human checkpoint becomes a formality.

The tools I'm using today didn't exist in any usable form 2 years ago. If that rate holds, 2 years is not a stretch.

The engineers who've spent this period learning to supervise AI well will adapt fastest. The ones who waited will be starting from scratch. 🎯

Am I off? 1 year? 5 years? Never? πŸ‘‡

Read the full article: We Know. We’re Just Not Saying It.

More notes on engineering, AI and the systems around the work.

Back to all writing