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Guides, case files & research.
Deep-dives on how AI-driven offensive security actually works.
Proof of exploitation vs. scanning: why a working exploit beats a severity score
Scanners flag what might be vulnerable; proof of exploitation shows what actually breaks. Here's why a working, reproducible exploit beats a CVSS score.
SSRF to RCE: anatomy of a metadata-to-shell exploit chain
How a medium-severity SSRF becomes full remote code execution via the cloud metadata endpoint — the exact chain, step by step, and how to break it.