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Best Practices for High Availability of LLM Based on AI Gateway

Best Practices for High Availability of LLM Based on AI Gateway

Alibaba Cloud’s AI Gateway just got sharper. It now handles real-time overload protection and LLM fallback routing using passive health checks, first packet timeouts, and traffic shaping. It proxies both BYO and cloud LLMs—think PAI-EAS, Tongyi Qianwen—and redirects load spikes or failures on the fly. Fewer drops. Less churn. No frantic restarts.

The bigger play: Traffic handling is no longer just infra hygiene. It’s core intelligence, baked right into the gateway layer—built for the chaos of LLM demand.


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