spotfixly.com

spotfixly.com is a live English-language website hosted on Hostinger International Limited (AS47583) in Cyprus, served by Cloudflare. cl0q first saw it on 2026-07-27 and last crawled it on 2026-08-02. It resolves to 2.57.91.91. Its favicon is fingerprinted by SHA-256, so you can find every other site that serves the same icon.

How the site describes itself:

#ai #generativeai #aiimages #lovable #vibecoding #buildinpublic | Chris Shackelford

Yet another product that will never see the light of day... 😂 We call it SpotFixly, even though www.SpotFixly.com will simply redirect back to the LinkedIn version of this post. SpotFixly was born while creating branding assets for celebrities. We'd get an image almost exactly where we wanted it, ask the LLM to make one small change, and the next generation would suddenly-but-inevitably (Firefly fans?) change the lighting, the expression, the background, etc. The behavior we wanted is known as selective inpainting, which LLMs are still weak at. Instead, each kept falling back to probabilistic regeneration, no matter how much we tried to constrain it to deterministic edits within that region. After a dozen or so rounds of wrestling with that, we stopped trying to prompt our way around the behavior and wrapped the LLM in a deterministic workflow instead, at least until LLM providers do a much better job on this front. SpotFixly was our result. Select exactly what should change, descr…