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When the Machines Come Knocking: AI Agents vs Human Hackers in Live Penetration Tests

Security teams already know the scene. A scanner produces a long list of suspicious services, outdated servers, odd access rules, and “maybe this is bad” findings. Then the real work begins: deciding which lead matters, proving impact without breaking production, writing a report someone can act on, and not getting distracted by every shiny port that waves from the network. ...

December 11, 2025 · 17 min · Zelina