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Design a capacity planning system that forecasts resource demand 6 months ahead, manages reservation purchasing, and ensures headroom for traffic spikes across a 10,000-instance fleet.
## Problem
Design a capacity planning system for a large-scale platform running 10,000+ instances across 5 regions. The system must forecast resource demand 6 months ahead, manage reservation purchasing, and ensure sufficient headroom for unexpected traffic spikes.
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