Category image-generation

LLM Offer Copy Generation: Prompt Registry, Dual Backends, and Brand Image Generation

May 7, 2026

Building the LLM offer copy generator — versioned YAML prompt registry, dual LLM backends, JSON parse retry logic, and FLUX.1 brand image generation via HuggingFace.