A scaling decision determines how a system or process adapts to increased demand—whether by adding resources (horizontal) or upgrading existing ones (vertical). It guides resource allocation for growth, benefiting CTOs, product managers, and operations teams by ensuring performance, cost-efficiency, and reliability under rising usage.
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