Ask HN: What is/was your server setup for BETA?

Given the unpredictability of demand, I am curious how people went about sizing their infrastructure for Beta. I presume the tradeoffs where cost vs performance/stability.

What was your setup and did you end up under or over estimating your infrastructure needs?