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Capacity Planning for Distributed Systems

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Problem

Scenario

You are leading an engineering team responsible for a distributed system that supports a high-volume payments platform. Traffic is growing, usage patterns are uneven across regions and time windows, and the business wants confidence that the platform can absorb peak demand without overbuilding expensive capacity.

Question

What strategies do you use for capacity planning in a distributed system?