How do you approach capacity planning for a growing service? What factors do you consider and what methods do you use?

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Capacity planning ensures that a service has sufficient resources to handle current and future demand while optimizing cost. It requires understanding current usage, forecasting growth, and planning for peaks and unexpected events.