What does an AI gateway actually do?

Sits between apps and LLMs. Routes, guards, tracks costs, adds smarts like PII blocks and fallbacks.

Do I need an AI gateway for a small team?

Nope. Raw SDKs suffice until multi-team chaos or compliance kicks in.

Strong contender — low latency, VPC-ready. Test vs. competitors like Portkey or LiteLLM Proxy for your needs.

Thought one API key would rule them all? Wrong. AI gateways fix the mess of multi-team LLM sprawl—or do they? Let's cut through the hype.

DevTools Feed Apr 03, 2026 4 min read

AI gateways centralize chaos for multi-team LLM scale but add overhead—skip if solo. 𝕏
Unlike API gateways, they're LLM-aware: tokens, guardrails, fallbacks. 𝕏
Echoes microservices meshes; scale without one, regret later. 𝕏

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#AI Gateway #AI observability #LLM infrastructure #LLM observability #TrueFoundry #prompt guardrails

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Originally reported by dev.to