Paul Bryant 7/25/2026

Operationalizing the Agent Blast Radius Model: Policy Gates, Tool Contracts, and Rollback Controls

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A risk model is only useful if it changes what happens before the agent acts. The Agent Blast Radius Model gives teams a way to classify AI agent actions by autonomy level, tool scope, transaction impact, and rollback feasibility. That model helps architects, security teams, platform owners, and business stakeholders agree on how much freedom an agent should have. But the matrix is only the first

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Operationalizing the Agent Blast Radius Model: Policy Gates, Tool Contracts, and Rollback Controls

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