Bug Hunter & Tool Builder.

/dev/null
Joined July 2025
Anyone else find themselves chasing shiny objects more often because of AI? Every time I reflect on my day, I realize how much time I’ve spent on things that weren’t really necessary or a priority.
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Replying to @TheHackersNews
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We’re seriously underestimating DeepSeek V4.1 Flash’s capabilities in cybersecurity. Give this model the right instructions and direction, and it’ll uncover vulnerabilities you’d never expect it to find in a million years.
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I’m so tired of GPT-6.1 Sol overengineering everything 😭😭 Just fix the goddamn issue.
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I really like what OpenAI and @thsottiaux are doing. The amount of effort they’re putting into making their models and products better is insane. There will always be issues, but what matters is that they genuinely care about the user experience.
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Our research team discovered two vulnerabilities in Discourse: a pre-authentication cache poisoning to sitewide XSS (CVE-2026-55674), and an arbitrary file read (RCE) chaining a JPEG race condition with ImageMagick and Ghostscript (CVE-2026-55420). You can read more here:
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Nothing is more satisfying than building a hackbot that matches your own bug-hunting skills.
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What are you talking about? I’m already verified for the Cyber program.
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How to 10x the efficiency of DeepSeek V4.1 Flash for bug hunting: Set up an advisor agent that continuously reviews its work, catches weak reasoning, and directs what it should investigate next.
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Does anyone know of a *.google[.]com domain that resolves to a local/internal IP, such as 127.0.0.1?
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This is so funny 😂 Claudia should have used Claude instead of Gemini.
Look what Claudia can do.

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It worked! Just keep trying, it didn't even ask for ID verification this time.
1. Install 'IDmelon Authenticator' from playstore 2. Signup and create key 3. Use it to register with chatgpt cyber 4. Profit $$
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Has anyone managed to reverify the OpenAI Cyber program? It keeps rejecting my ID verification.
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We’re disclosing HEIF Heist, a months-long investigation into libheif that allowed us to hack OpenAI, Slack, Meta, GitHub Ent, Rails, Next.js, ImageMagick, and many more. It was literally xkcd #234, one obscure image library beneath a huge number of apps. 🧵
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