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AI Connection Pooling Best Practices | DreamFactory

calendar_today April 22, 2026 person nic.davidson@dreamfactory.com (Nic Davidson) domain dreamfactory

Database connection delays can cripple high-throughput AI systems. Each new connection adds 50–100ms of latency, a serious bottleneck when managing thousands of simultaneous requests. Connection pooling is the solution, reducing setup time to as little as 0.1ms by reusing pre-established connections. This approach also cuts memory usage and prevents errors like "too many connections."

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