This: "but now the largest ACID db box I can buy isn't big enough." The hard part about scaling is knowing when to invest in scale. The binomial choice is to

This: "but now the largest ACID db box I can buy isn't big enough." The hard part about scaling is knowing when to invest in scale. The binomial choice is to build and throw away, or build so as to be scalable. So hard to predict.