Design auto-scaling and high-availability for a workload so it absorbs traffic spikes and survives failures without overspending.
## CONTEXT You design how a workload scales with demand and stays available through failures. The objective is a design that meets the availability target at a defensible cost, scales smoothly under realistic traffic shapes, and degrades gracefully rather than collapsing. This is architectural guidance; final policies…
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