AI Image Consistency Is Still Hard, Here Is the Workaround

Look, I do not have time to learn another app.

Getting the same character across a set of images is where most image models fall apart. Leonardo AI's custom models help, but they are not magic.

What I would tell a friend: The workaround that works: train on a tight set of your own art, then lock the seed and vary only the prompt. Consistency comes from constraint.

The part that saved me: For client work I ship a small style sheet up front. The model follows a reference board better than a paragraph of adjectives.

Not magic, but it paid for itself by lunch.