Why I Don't Like Auto-Scaling in the Cloud

George Reese writes: "It seems a lot of people are mistaking the very valuable benefit that cloud computing enables of dynamically scaling your infrastructure with the potentially dangerous ability to automatically scale your infrastructure in real-time based on actual demand. This O'Reilly blog entry discusses why auto-scaling is not as cool a feature as you might think."