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AI Agent Security: Six Controls From Nine Real Incidents

calendar_today October 9, 2026 person Guillaume Valadon domain gitguardian

An AI agent runs with your credentials and acts before you can stop it. Nine incidents show what that costs. Six controls limit the damage: sandbox the agent, scope its credentials, lock its configuration, log every call, scan the workspace first, and deny by default.

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