Why it matters
John Feminella describes a registry that records agent owners, purposes, tools and endpoints, then supplies policy to managed runtimes. Risk-based review and shared evaluation infrastructure accompany those controls. Explicit rules handle routine decisions; ambiguous actions escalate. This is an architectural account, not an independently tested implementation or evidence that classifiers are reliable by default.
My takeaway: Prototype one registered agent with declared tools and destinations. Verify that its runtime rejects undeclared access and that policy changes take effect. Log enforcement outside the agent’s writable state. Compare approval decisions with reviewed examples, measure review volume and false alarms, and require new evaluation when models, permissions or prompts change.