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AI gateways in 2026: revisit LiteLLM, Bifrost and Agent Router before you put another model API key in application code

Most teams did not plan their first AI gateway. It arrived as a side effect. One service called a hosted model with a key from an environment variable.

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LLM inference serving in 2026: revisit vLLM, SGLang and llama.cpp before you put another model behind an API

Picture a product engineering team at a mid-size SaaS in Kochi that builds support automation for Indian NBFCs (an invented example, not a real client).

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