3 articles on code comprehension.

Your assistant is excellent at code it has never seen and unreliable about code you wrote yourself. The cause is structural: the distance between the way you asked and the form the tool can compute over.

Most engineers talk to AI the way they talk to a search box, and lose answers they could be getting today. Six question patterns worth copying, and how to tell a good answer from a fluent one.

Developers spend 58% to 70% of their time understanding code, not writing it. The industry spent three years optimising the smaller half — and increased the load on the constraint.