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Why AI Traffic Needs More Than an API Gateway

Why AI Traffic Needs More Than an API Gateway

· 10 min read
Correction, 2026-08-28

This post was published against 1.0.0 and referred to the gateway image as ghcr.io/dvarahq/dvara/dvara-llm-gateway. The package was renamed to ghcr.io/dvarahq/dvara-gateway in 1.7.0, so the original command no longer pulls anything. The commands below have been updated to the current image and tag. The post also described the MCP Proxy as a dedicated process on port 8070; in 1.7.0 the MCP and A2A planes moved into the gateway process, so that port no longer exists and the sentence has been corrected. Current documentation calls this component the DVARA MCP Gateway. The rest of the post is unchanged.

Your API gateway handles TLS termination, rate limiting, and request routing. It does these things well. But when your traffic carries prompts, tokens, tool calls, and model-specific payloads, an API gateway becomes a passthrough — it can see the HTTP envelope but not the AI semantics inside it.