It didn't need to grow on me -- the first hour I used it I could see it was a fantastic upgrade.
That's not to say it is bug- or problem-free ... I understand that people who use Gmail with Mail have had issues, though I think they are largely fixed now. But for my use (which is pretty wide-range), Mavericks has been quite simply the best OS upgrade I can recall.
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