A pattern for high-quality LLM code: in the design phase, tell the agent to make no assumptions without confirming.

The vast majority you'll say "yup" to… but each one you tweak makes the downstream code generation significantly better and prevents tons of wasted effort.

This helps ensure its mental model is the same as yours.

It helps ensure fractal coherence of your plans.