Character consistency was the hardest problem, and honestly what took the longest to get right. We use reference images as style anchors, run multiple generation passes, and have an LLM "critic" that checks for visual inconsistencies and triggers regeneration when needed. It's not perfect but it's gotten to the point where parents are happy with the results.

On margins - tight but workable.