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Stable Diffusion, FluxWorks with Stable Diffusion, Flux

SDXL Modern Coastal House Visualization

Golden hour, low sun, and named materials so it does not flatten into midday CGI. SDXL: 30 steps, CFG 6.5, DPM++ 2M Karras, hires 1.5× denoise 0.3.

ChatGPT + 3 moreWorks with ChatGPT, Claude, Gemini, Perplexity

First-Principles Breakdown

Strip a tangled approach down to hard constraints vs habits, then rebuild 2 - 3 solutions that don't just copy the old one.