I've mentioned Chaos Monkey before. It stress tests apps in the cloud to make sure they can survive random outages. If your cloud aps are designed to be cloud aps, and don't assume they are running on one real machine, they will survive cloud failures just fine. Amazon customers that designed their aps for the cloud, survived the cloud outage much better than those that didn't.
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