vulnerability management

2 posts

Apr 30, 2026 · Codenotary Team

The Death of Patch Cycles: Inside the FS-ISAC Mythos-Era Warning

Discover how the FS-ISAC advisory highlights the architectural mismatch between legacy vulnerability management and modern cyber threats, emphasizing real-time asset management.

Apr 29, 2026 · Dennis

From Game Agent to AI-Powered Security Remediation: Training a Deep Q-Network That Actually Works

We trained a Deep Q-Network to clear Level 14 of space invaders, a game 50x harder than the original. Here's how the same AI pipeline drives vulnerability detection, security remediation, and CVE threat modeling in production.