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AI-Assisted Penetration Testing

security
Assess

AI agents that autonomously plan and run penetration tests against your own systems (authorized testing only). Mid-2026 the space is real but uneven: agents are strong at breadth and speed on known vulnerability classes, but weak at novel exploitation and business-logic flaws (~70% of critical web vulnerabilities) - human-in-the-loop remains the standard.

Open-source options worth evaluating:

  • CAI (Cybersecurity AI) (Alias Robotics) - modular, transparent agent framework with guardrails against prompt injection and dangerous commands; bug-bounty/CTF-proven and the more production-oriented OSS candidate.
  • PentAGI - the most visible fully-autonomous OSS project (multi-agent, 20+ integrated security tools, sandboxed execution). Technically impressive, but no tagged release since May 2025 - check activity before relying on it.
  • PentestGPT - academically grounded, human-in-the-loop, a good entry/learning tool.