I completely understand that AWS is designed for scaling. But I've seen CS professors and students get burned and turned off AWS when Amazon "screwed them" for

I completely understand that AWS is designed for scaling. But I've seen CS professors and students get burned and turned off AWS when Amazon "screwed them" for a few hundred bucks when they were planning on spending $50. This is not good customer development. The next massive AWS user is a grad student right now.