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Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: Quickdraw

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@embeddedos-org

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RinZ27/README.md

Typing SVG


GitHub followers Profile Views PRs CVEs

▸ whoami

Based in Vietnam. Mostly just reading source code all day and breaking stuff to see what falls apart. Got lucky digging through django-unicorn — found a state manipulation bug that turned into CVE-2026-31815.

When not hunting bugs, I'm throwing patches at whatever catches my eye on GitHub.

🎯 Attack Surface:

  • 🔓 Vuln Research — source auditing, logic bug hunting
  • 🛠️ OSS Patches — langchain, ray, sktime, tldr-pages, ...
  • 🧪 Tooling — custom audit scripts, automated scanners
  • 🐍 Stack — Python, Go, JS/TS, Bash

▸ cat /var/log/targets.log

stuff that got merged, stuff still cooking

Target Operation Status
langchain 🔧 Fix tool_outputs validation mismatch in core Merged
ray 📦 Patch axios dependency in dashboard Merged
sktime 🐛 Fix F1 score division by zero in ClaSP Open
aibrix 🧹 Deduplicate session affinity header constants Open
stella 🧪 Add unit tests for array normalizers & color helpers Merged
django-unicorn 💀 CVE-2026-31815 — State manipulation flaw CVE

▸ lsmod | grep arsenal



🔍 Offensive 🛡️ Defensive ⚙️ Infrastructure

CodeQL Semgrep Nuclei Slither Aderyn Burp Suite

SAST/DAST Dependency Audit CVE Research Patch Engineering

Docker GitHub Actions CI/CD Pipelines Linux

▸ cat /proc/stats



github-snake



▸ netstat -an | grep ESTABLISHED



┌──────────────────────────────────────────────────────────────┐
│  "The quieter you become, the more you are able to hear."   │
│                                          — Kali Linux       │
└──────────────────────────────────────────────────────────────┘

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