A new penetration testing framework named Villager is drawing international attention for its unusual mix of traditional hacking tools and artificial intelligence. Released in July 2025 through the Python Package Index, the tool has already surpassed 10,000 downloads in just two months, making it one of the fastest-spreading AI-assisted security applications this year.
What Villager Does
At its core, Villager is designed to make penetration testing simulated hacking used to expose system weaknesses more automated. Instead of relying on step-by-step scripts or specialized technical input, it allows users to type simple text commands. These commands are then processed by AI, which translates them into detailed attack sequences. For instance, asking the system to “scan a website for flaws” triggers a chain of actions: launching a containerized Linux environment, running vulnerability scans, and selecting suitable exploits based on what is uncovered.
Villager is built around a distributed architecture that splits its work across different services. A message coordination service, operating on a dedicated port, directs activity. The decision-making engine draws on a library of more than four thousand AI-generated prompts to guide exploit attempts. Each task is carried out inside temporary containers, self-contained systems that disappear after 24 hours. This setup not only automates penetration testing but also makes it harder to trace activities since logs are deleted and network por
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