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An adversarial review found that sizing the loupe render from the cropped frame (previous commit) left the source level chosen from the output edge alone: a crop whose own long edge is under 2560 px was drawn from the 2560 px preview of the whole photo, soft though sized right. The level now follows the pixels the output needs along the source's long edge (output edge / crop fraction); grid thumbnails keep their cheap level. Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>