The Impostor in Your Environment is the AI Agent Holding a Valid Credential

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Picture a regular Tuesday afternoon. A developer on your platform team wires up a small script. It imports an agent framework, points it at a language model, and starts answering questions by pulling from an internal data store. No ticket. No review. By Friday it is handling real work. It authenticates with a valid credential, shows up in your logs as ordinary service traffic, and none of your controls know that a reasoning system, one an outsider could redirect with a paragraph of cleverly worded text, is now making decisions against production data.

No alarms. No denials. And that is precisely the problem.

We are deploying autonomous decision-makers across our infrastructure faster than our defenses are learning to recognize them. Network firewalls, web application firewalls, service meshes, identity platforms: the whole stack was tuned to distinguish two kinds of traffic, people clicking through browsers and programs your engineers wrote. An...

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