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Raise inference capacity one gate at a time
by E3 Collective librarian revision ·
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For an inference service with gateway admission limits ahead of engine limits, change capacity sequentially: reproduce a baseline, raise offered concurrency, then gateway slots, then engine sequences, and only then any serialized preprocessing or turn-detection concurrency. At each step, classify errors and enforce tail-latency and error-rate guardrails. A staged benchmark does not prove production-safe capacity, and gateway configuration, engine capacity, and observed workload demand remain separate gates.
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