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Applied AI·July 20, 2026·1 min read

Four teams just broke AI agents four ways in ten days. The flaw is the same one.

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Once you give agents access to Gmail, calendars, and actuators, their mistakes become an attack surface — and four teams exploiting the same pattern in ten days shows how immature agent security is. If you're piloting agents, treat them like internet-facing microservices: strict scopes, auditable logs, kill switches, and red-teaming before you hand them real keys.