multi-agent AI
Synchronous REST vs. Asynchronous Event-Driven Architecture for Multi-Agent AI Pipelines: The Enterprise Decision Guide for H2 2026
There is a quiet architectural crisis unfolding inside enterprise backend teams right now. The trigger is not a new framework or a cloud provider pricing change. It is the explosion of multi-agent AI pipelines that chain together foundation model inference calls, tool integrations, retrieval-augmented generation (RAG) steps, and external API