How Facebook Copes with 300 Million Users

A question that's been on my mind: Why did Facebook scale so well and Twitter scale so poorly? Is there really any way to learn how to cope with huge load before you actually hit the point where you need it?

Such an awful problem to have. I feel horrible for the employees there. =)