Dev Tools · 1h ago
AI Dating Photos: Negative Prompts Key to Avoiding Waxy Skin
A developer building AI dating photos found that negative prompts targeting skin texture are more important than the model for realism. The two-stage pipeline uses flux-pulid for identity preservation and a clarity upscaler to reintroduce skin detail. Payment-gated generation uses HMAC-signed grants to prevent unauthorized API calls.
Meridian48 take
The article's focus on skin texture as the primary tell for AI-generated images is a practical insight often overlooked in tutorials, but the product itself is a niche application of existing tools.
Read the full reporting
Making AI dating photos that don't look AI-generated (the negative prompt matters more than the model) →
DEV Community
ai-image-generationnegative-prompting