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Follow the decisions behind an image.

Each case study connects a brief, prompt structure, and visible output, then identifies what to test next. Pages distinguish image-based observations from changes that still need testing.

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Product photography

How I Created This AI Product Advertisement

A skincare serum advertisement built from one prompt, with the prompt breakdown, the failure points to inspect, and a more constrained revision.