Designing an Honest Multi-Model Image-to-Image Generation Workflow
Disclosure: I work on Image to Image Generator, the product example used near the end of this article.
The hardest part of a multi-model image-to-image interface is not adding another model to a dropdown. It is keeping the interface truthful while source-count rules, file constraints, resolutions, account gates, credit costs, and provider availability vary underneath it.
The implementation mistake is to scatter those rules across components. The safer design is to treat the active capability definition as a contract, turn each submission into an immutable request snapshot, and make review a real state rather than decorating a download screen.
Start with a capability contract
A front end should not infer that every visible option works with every model. A single-image mode may require exactly one source. A fusion mode may accept several. One model may expose a higher resolution while another does not. Authentication or credit cost can also depend...
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