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Revisiting Knuth's 'Premature Optimization' Paper
(probablydance.com)
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I've always taken it to mean: put your effort into making it work first, before worrying about optimization. Once it works, you can decide whether it's worth putting effort into optimization. But if you do that first, you might optimize for the wrong thing. Or get distracted by optimization so you never get it to work.