Why some prompts are repeatable and most are not.

Image models are a reasoning language model steering a denoiser. Once you see how that works, the prompting rules stop being folklore and start being mechanics. This page explains the science, then turns it into a determinism playbook: how to get the same look twice, which is the whole game for a production pipeline.