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Augmenting a general-purpose solver with domain-specific heuristics commonly gives it a meaningful performance boost.
Drawn from what Nelson Elhage said
What Nelson Elhage actually said
Word for word, with the source under each one. They did not write this page.
Software engineer who writes the blog Made of Bugs about performance
My sense is that this hybrid is fairly common in practice; solvers aren't magical and if you can deduce additional structure using domain-specific analysis, it will often give the solver an important boost.
Where this was said
↗Solving regex crosswords with Z3blog.nelhage.com
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Added to korrents 21 Oct 2025 · How quotes work · Something wrong? Tell us
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