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When Your AI Agent Goes Rogue: A Security Playbook

By Jared Sanborn  |  April 2026  |  AI Security | Agent Safety | Enterprise

Your AI agent just sent an email you did not authorize. It accessed data it should not have. Here is the security playbook every AI-powered company needs.

As AI agents move from demos to production, the attack surface is expanding faster than most security teams can map. Autonomous systems that can read, write, and execute introduce a new category of risk that traditional cybersecurity frameworks were never designed to handle.

This playbook covers the real-world failure modes we have seen, the guardrails that actually work, and the governance framework that keeps your AI agents productive without becoming liabilities.

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