00 · whoami
xclow3n
breaks stuff for fun & profit.
also writes about it, sometimes.
research·writeups·ctf·web
handle xclow3n role sr. content engineer at Hack The Box online · receiving
02 · archive 06 entries · since 2024 · latest March 2026
grimoire
quickhacks, research, writeups.
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01
Testing AI for Vulnerability Research: 4 Approaches & Where I Failed
Tested 4 AI-assisted approaches for finding vulnerabilities over one week. Found real bugs - 14 confirmed vulns in one target in 20 minutes. Also burned time on an approach that found nothing useful. Honest breakdown of what worked and what didn't.
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