The Core Mindset

Every technique here reduces to one idea: say what you would have to say to a competent teammate who cannot read your mind. Context up front. Clear inputs and outputs. Small, verifiable steps. A plan before the code. Targeted edits over rewrites. Examples where words fall short. Explicit limits on what not to touch. A clean, current picture of the task at all times.

You are not writing magic incantations. You are writing a spec, briefly and precisely, and then reviewing the result. Do that consistently and the AI stops feeling like a slot machine and starts feeling like the fast, tireless engineer it can actually be — and, just as important, you stay the person who understands what shipped.