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What could be good uses of a prolog-based web service? Calendar availability? Scheduling appointments? Issue diagnosis?

It's a turing complete language... so anything you want!

Maybe we should ask what's the real world use of prolog nowadays ?

We already have countless database at dispodispose. Too many shiny tech which can do recommendations.