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While what you say was certainly true when AWS launched, today it is not. Much of Amazon is hosted in an EC2 VPC connected to the traditional prod network. This includes all of retail website and (today) many of the services that power said website.

Other AWS services are also used frequently and heavily. AWS use is strongly encouraged for any new projects.

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