This will not work if you don't have the proper EC2-related environment
variables set. You also need to create a .ssh directory inside of
instance-files/ with a pair of public and private rsa keys.

You must be on us-east-1 because the ami only lives there

TODO: Autogenerate a new pair of public and private RSA keys when running the
script.