AI can't keep your scenes consistent. Compose them instead.
Image generators can't keep a scene consistent: say "remove the butter" and the bowl changes style. Sometimes the style survives but random objects get slightly rescaled every generation, even from the best models. The fix is to have an LLM build the scene out of SVG pieces and compose it yourself, so each item keeps its states and the bowl stays the same bowl. I built a whole cooking-scene composer with one short prompt on DeepSeek Flash 1017 for less than a tenth of a cent, and you can watch it on YouTube.