Skip to main content
~/ CYBERSECURITYOS
  • About
  • Posts
  • Docs
  • Search
  • Contact
  • Membership
  • Store ↗

Application Security

Application Security

The Harness Is the Product: What Cloudflare's Vulnerability Harness Teaches AppSec Teams

AI and Security

The Harness Is the Product: What Cloudflare's Vulnerability Harness Teaches AppSec Teams

Most of the conversation about AI and vulnerability research is about models. Which one found the most bugs, which one …

  • Cloudflare
  • AI Vulnerability Discovery
  • Agent Harness
  • +6
Oct 2026 · 12m Read
AWS Security Agent: Continuous Penetration Testing and Threat Modeling for the AI Development Era

AI and Security

AWS Security Agent: Continuous Penetration Testing and Threat Modeling for the AI Development Era

Most security programs are still built around a calendar, not a codebase. A pen test gets scheduled once or twice a …

  • AWS
  • AWS Security Agent
  • AI
  • +4
Jun 2026 · 7m Read

// Subscribe to the OS

Get OS Weekly in your inbox

One email a week: the vulnerabilities that matter, what attackers are doing, and the frameworks to act on it. Written by a Security Engineering Manager and vCISO.

Free · every Sunday · unsubscribe in one click

CYBERSECURITYOS

Weekly security intelligence, leadership frameworks, and systems thinking for the next generation of security engineers and CISOs.

  • About
  • Posts
  • Docs
  • Search
  • Contact
  • Membership
LIVE CybersecurityOS © 2026 Built with Hugo · Hosted on GitHub Pages
[CybersecurityOS] v2.0 · written by a practitioner