"Infinite, automatic scaling" is a double-edged sword given the pricing model. Virtually anyone using GAE should be putting very finite caps on their resource usage lest they get a sudden spike of hn/reddit/whatever traffic that results in a usage bill that matches up with the "infinite" scaling GAE did for you.