The best engineers of this decade won't just write code — they'll direct it. These are the skills that separate people who use AI from people who ship with it.
The model is only as good as what it can see. Feed it the right files, docs, and constraints — ruthlessly prune the rest.
Vague in, vague out. State the outcome, the constraints, and what "done" looks like before a single token is generated.
Know when to hand the model the whole task versus the next step. Scope work like you'd brief a sharp new teammate.
AI writes it, you own it. Review diffs like a staff engineer: tests, edge cases, and the question "why this way?"
Paste the error, sure — but also the hypothesis. The loop tightens when you reason with the model, not at it.
The rarest skill. Knowing which of five working solutions is the right one — that's still all yours.
Every skill above is learnable in an afternoon and compounds for a career. Open a terminal and start.
Start coding with AI →