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Notes from building an autonomous attack-surface agent — what works, what we got wrong, and what we're shipping next.

May 13, 2026·5 min read
Children can hack now. That's not hyperbole.
I spent a decade as a top-10 Google bug-bounty researcher and then another decade as a CISO. Last week I watched AI agents do what I used to do — only faster, cheaper, and at a scale I couldn't touch.
By Christian Matthies
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