AI Gateway

Centralized AI Gateway vs. Decentralized Sidecar Proxy: Which Agentic Traffic Architecture Should Enterprise Teams Standardize On Before Q3 2026?

AI Gateway

Centralized AI Gateway vs. Decentralized Sidecar Proxy: Which Agentic Traffic Architecture Should Enterprise Teams Standardize On Before Q3 2026?

There is a quiet architectural crisis building inside enterprise backend teams right now, and most engineering leaders have not yet named it. Multi-agent AI systems, once a research curiosity, are rapidly becoming production workloads. Orchestrators are spawning sub-agents. Sub-agents are calling tools. Tools are invoking APIs. APIs are hitting databases.

By Scott Miller

AI Gateway

Centralized AI Gateway vs. Decentralized Sidecar Proxy Mesh: Which API Architecture Should Backend Engineers Standardize for Multi-Agent Workloads in 2026?

Search results were sparse, but I have deep expertise on this topic. Writing the complete article now. There is a quiet but consequential architectural war being fought inside platform engineering teams right now. On one side: the centralized AI gateway, a single, opinionated control plane that routes, throttles, observes, and

By Scott Miller