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Databricks has made high-QPS scaling for its AI Search feature generally available, allowing standard endpoints to scale to thousands of queries per second with a single configuration parameter. This eliminates the need for replica counts, node sizing, and load balancers, enabling seamless scaling from prototype to production. AI summary