Most agent platforms give you one configuration file and hope. When you are

running agents for more than one team — or more than one customer — a single

config breaks down fast. Each workspace needs its own model, its own service

access, its own secrets, but someone has to guarantee that no workspace can

spend more than its budget or reach a service it was never authorized to use.