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Threat Actors Sysdig has documented JADEPUFFER, a threat actor that used an LLM agent to drive an entire ransomware operation autonomously — from Langflow exploitation through database encryption. The attack encrypted 1,342 production configuration items using an ephemeral key that makes recovery impossible.