
This reflects a core shift in modern cloud infrastructure - ICP’s cloud engines build on principles already present in cloud architecture.
As the 'Site Reliability Engineering: How Google Runs Production Systems' handbook puts it:
“Hope is not a strategy. Automation is.”
Autoscaling and infrastructure abstraction separate application code from infrastructure capacity, meaning scaling happens at the infrastructure layer, not inside the code itself.

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