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Inference Infrastructure Autoscaling Policy Designer

Platform engineers running LLM inference on Kubernetes or cloud GPU instances need autoscaling policies that handle bursty traffic (e.g., product launches, business hours peaks) without either over-provisioning GPU capacity or causing latency spikes from cold-start delays.

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