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I’ve seen the same dashboard for a dozen custom web applications now, including a couple I had it make for me.

It really does have a particular lane for each chore, and it’s reproducible.

Yep and when you see it in the wild it stands out like a sore thumb, absolutely no thought into a bit of a unique design or branding.

I have a few live websites built using LLMs and they will just go for default generic templates and colours if there's no vision.