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A vendor-contributed article by Pentera argues that the hard engineering in AI-driven pentesting lies in the "harness" around the model, not in the model that writes the attacks. It cites the Hugging Face intrusion that OpenAI disclosed in July, which occurred inside an OpenAI evaluation meant to contain the agents, as an example of a har…
Aikido Security published a vendor-authored comparison of Horizon3.ai's NodeZero autonomous pentesting platform against seven alternatives for 2026: Aikido Security, Pentera, RidgeBot, XBOW, Hadrian, RunSybil and Terra. The article is marketing content with no incident, vulnerability or threat activity. It argues that NodeZero does not us…
Aikido Security published a vendor comparison of alternatives to Escape.tech, which repositioned in 2026 as an offensive security platform built around its Cascade AI pentesting engine, DAST and attack surface management. The article is marketing content and does not describe a security incident, vulnerability or threat activity. It names…
