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Data goes in. Exploits come out.
Author: Anhlt91, Thuanhn Date: May 2026Tags: AI Claude Bug Hunting Closed-Source Security Research Overview I used Claude AI to find real security vulnerabilities in a closed-source enterprise produc
I. Introduction Filament is an open-source full-stack UI framework for Laravel built on top of Livewire. It lets developers compose admin panels, forms, tables, infolists, actions, and notifications a
About this article This article documents how I use Claude Code in my CVE research workflow — specifically, how I handle the moment Claude gives me a fix recommendation for a vulnerability I've found
Local HTTP servers in desktop apps are easy to overlook during a security review. They don't show up in bug bounty scopes, they're not publicly routable, and developers rarely treat them as a trust bo
Subtitle: A practical look at building an AI-assisted vulnerability research workflow that reasons through code, traces trust boundaries, and helps discover real security issues responsibly on multipl
<7 days spare time 100 plugins scanned 524 candidate findings 16 confirmed vulns 5 scanner patches This is not a vulnerability disclosure. It's a methodology. I want to share how to build an AI pip
