Writing
Notes on security, artificial intelligence, blockchain systems, and technology’s wider social impact.
Themes: Security · AI · Blockchain · Society
The Mythos Shift: What Actually Changes for Defenders
How AI agents and frontier vulnerability discovery change threat models—and why detection, containment, and security fundamentals matter more than ever.
Data-driven Vulnerability Management
A practical approach to prioritising vulnerabilities using evidence, exploitability, and real-world risk rather than CVSS alone.