A technical guide to agentic AI orchestration — treating a fleet of autonomous agents the way a hypervisor treats virtual machines: isolated, resource-bounded, and governed by permission ceilings that can only shrink as work is delegated down a chain, never grow.
A virtual machine hypervisor isolates memory and CPU. An agent hypervisor has to isolate something harder to bound: intent. It sandboxes what tools an agent can call, what data it can see, and what it is allowed to delegate onward — the same discipline classical virtualization applies to hardware, applied instead to a system that can reason and act on its own.