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What happens when AI agent governance is missing at scale

meshIQ September 16, 2026

Why prompt instructions fail to control AI agents and how in-flow governance becomes critical when scaling from tens to thousands of agents.

MeshIQ logo and geometric blue lines on black background with the text: “Help Net Security. What happens when AI agent governance is missing at scale.”

Gourab Basu, Global Head of Engineering at meshIQ, explains why prompt instructions cannot control AI agents at scale. Learn why governance must be built into the execution flow to stop risky actions before they reach production systems, and what breaks when companies scale from ten to a thousand agents without in-flow controls.

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