# AI agent completes full ransomware attack chain

_Friday, July 10, 2026 at 8:00 AM EDT · Security · Latest · Tier 2 — Notable_

![AI agent completes full ransomware attack chain — Primary](https://media.datacenterdynamics.com/media/images/Ransomware.2e16d0ba.fill-1200x630.jpg)

Security firm Sysdig said researchers uncovered what may be the first ransomware attack conducted entirely by an AI agent. Dubbed JadePuffer, the agent breached the open-source AI app builder LangFlow through a historical API-related vulnerability, according to Sysdig. The agent executed Python malware and conducted reconnaissance for API keys from providers including OpenAI, Anthropic, and Gemini. It harvested cloud credentials with explicit coverage of Chinese providers such as Huawei and scanned for the main three U.S. hyperscale platforms. JadePuffer also probed canonical MinIO addresses in containerized deployments. Sysdig reported the agent dumped the Postgres database underpinning Langflow, keeping stored credentials, API keys, and user records before staging the output to local files and deleting them. Michael Clark, director of threat research at Sysdig, said the agent scanned the internal address space and named services reachable via the Langflow host. Clark called the attack the first documented case of agentic ransomware, noting it leveraged various old vulnerabilities including one involving distributed system manager Nacos. Clark said agents make spraying the entire historical vulnerability catalogue effectively free, exposing the long tail of unpatched systems. He added that an LLM agent can chain reconnaissance, credential theft, lateral movement, persistence, and destruction without the operator possessing deep expertise in any one step.

## Sources

- [SDxCentral](https://www.sdxcentral.com/news/ai-agent-carries-out-first-ransomware-attack/)

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Canonical: https://techandbusiness.org/newswire/A9KxU337ELsycETkom7Z6j
Retrieved: 2026-07-10T18:49:13.931Z
Publisher: Tech & Business (techandbusiness.org)