This is a great article on the ups and downs of AWS. The article covers the benefits and challenges encountered for beginners, and the best practices for those who are already familiar with AWS.
http://blog.awe.sm/2012/12/18/aws-the-good-the-bad-and-the-ugly/#~octYZ84M1pn7wy
