Change Model and Background: Two Edits, Two Risk Levels A background change is a technical edit. A model change regenerates the drape and states who the product is for. Review them separately.
Model Photoshoot Sets: One Shoot, Many Images, One Problem Customers judge the set, not the image. What has to agree across frames, why chaining drifts, and where expansion stops paying.
Change Pose: What Moving the Model Does to the Garment A pose change is a garment decision, not a styling one. Which pose shifts stay close to what was recorded, and which invent a new drape.
Garment Detail Shots: The Image Customers Actually Zoom Into The detail shot is the only image customers magnify. What it’s being asked, what must never be generated, and where the error direction hurts.
Generating Product Views: Which Angles Can Be Inferred A generated back view is plausible and sometimes specifically wrong. Which angles follow from the front, which are invented, and which to shoot.
Design Variations Are Not a Range Twenty versions of a jacket is not a range. Roles, slots, and why two similar-looking variations can differ by a full round of fit work.
Image to Design: What a Reference Actually Transfers A reference image carries everything, including what you didn’t mean. What transfers, where reference becomes copy, and why your archive wins.
Text to Design: What a Prompt Can Actually Specify Garment words are relational, not absolute. What a text prompt can specify, where it earns its place, and when to switch methods.
Designing a Print: The Decisions That Come Before Drawing Purpose, form, color count, detail floor, substrate. Five decisions that cost minutes early and a redraw once artwork exists.
Print Colorways: Why the Second Version Never Looks as Good A print is relationships, not colors. Why derived colorways go muddy, the grayscale test, and which versions are harder to print.
Print Placement: The Decision Nobody Writes Down Print placement needs a reference point, a distance and a size. What changes across the range, and why collections drift out of line.
Seamless Pattern: Where a Repeat Gives Itself Away A seamless pattern can tile perfectly and still look wrong worn. Gridding, accidental diagonals, and judging scale at garment size.
