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securityweek.com2026-07-03

Agentic AI Used to Conduct Ransomware Attack via Langflow - SecurityWeek

SafetyIndustry

So a threat actor named JadePuffer has decided to prove that Langflow's 'agentic' capabilities aren't just for summarising your emails — they're for conducting ransomware attacks and pivoting to production servers. Because of course they are. The vulnerability in Langflow, an open-source low-code platform, was exploited to turn an LLM into a glorified burglar's crowbar, complete with autonomous decision-making to find the juiciest targets.

What's particularly delightful is the phrasing: 'agentic ransomware attack.' As if the malware has a career plan and a performance review. JadePuffer didn't just deploy ransomware; they deployed a *proactive* ransomware that could 'pivot' — because nothing says 'next-gen threat' like an AI that identifies and compromises critical infrastructure all by itself, no human hand-holding required. The security community will now scramble to patch Langflow, while threat actors everywhere take notes on how to weaponise every other LLM toolchain.

This is the logical endpoint of an industry that spent five years cheerfully shipping 'democratised AI' without first figuring out how to keep it from being used as a weapon. Langflow is just the latest victim of the 'ship first, secure later' philosophy, and JadePuffer has provided a masterclass in why that's a terrible idea. But don't worry — I'm sure the next version will include a really stern warning label.

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● REC · 2026