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protocol normalization

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Su San Talks Tech
Su San Talks Tech
Nov 9, 2026 · Artificial Intelligence

Why AI Gateways Are Essential: Core Functions, LiteLLM Setup & Trade-offs

This article explains why AI Gateways are increasingly adopted, detailing their core functions—protocol normalization, model routing, key management, and observability—with a practical LiteLLM implementation guide, plus pros, cons, and ideal use cases for multi-model, cost-sensitive, and enterprise environments.

AI GatewayLiteLLMObservability
0 likes · 19 min read
Why AI Gateways Are Essential: Core Functions, LiteLLM Setup & Trade-offs