Why AGP: Model Safety Is Not Operational Safety
Model guardrails govern what AI says. AGP governs what agents do across tools, systems, approvals, and audit.
Use cases, security patterns, and practical notes on governing AI agents in production.
Model guardrails govern what AI says. AGP governs what agents do across tools, systems, approvals, and audit.
A production database deletion is the kind of agentic incident enterprises need to prevent before execution, not explain afterward.
A malicious package inside an agent runtime can harvest credentials. AGP reduces blast radius with scoped capabilities, rate limits, suspension, and revocation.
A W-9 onboarding agent can process a vendor PDF correctly and still leak the original document if a compromised tool silently emails it out.
A routine PDF rotation can trigger a file deletion when a tool instruction is malicious, compromised, or simply too powerful for the workflow.
A practical example of how AGP limits payment-agent blast radius before a high-risk tool call executes.
AGP gives platform and security teams a command-line surface for inspecting agents, managing tools, reviewing approvals, and debugging policy decisions.