Agentic AI Used to Conduct Ransomware Attack via Langflow

Threat actor JadePuffer exploited CVE-2025-3248 in Langflow to gain code execution, then used the LLM for reconnaissance, credential theft, and lateral movement to a production server. The attack demonstrates how LLM agents can automate complex multi-stage intrusions with real-time adaptation.