How do you architect reliability for systems that must handle orders-of-magnitude traffic growth, such as scaling from millions to billions of daily requests?

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Architecting reliability at hyper-scale, moving from millions to billions of daily requests, exposes every architectural shortcut and forces fundamental rethinking of approaches that worked at smaller scale.