Why it matters

Burst tests catch autoscaling misconfig. Launch spikes are real; be ready.

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The architecture

Sudden 5-10x spike.

Measure autoscale lag.

Verify admission control kicks in.

LLM burst testingSudden spike5-10x baselineAutoscalemeasure lagAdmissionkicks in earlyAutoscale lag is normal; buffer capacity + admission control fills the gap
LLM burst testing.
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How it works end to end

Spike from steady state.

Measure autoscale response.

Verify admission.