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Big machines got cheaper.

Amazon will rent you a machine with a TB of RAM in it for an hour for the price of a fancy coffee.

Horizontal scaling has enormous complexity costs. It's worth it if you are genuinely web scale (Facebook, Twitter etc) but very few projects are.

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