For WordPress users that have scaled their website, how did you go about doing it ?

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I am curious to learn what time of strategies have people leveraged for scaling their WordPress websites, did you leverage horizontal scaling or vertical scaling of a combination of both?
Also what about the database ? Has anyone leveraged MYSQL Heatwave ?
Thanks ?

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