Insights Library

What is VulnOps? Vulnerability operations is emerging as a discipline in its own right — not because the practices are new, but because AI-driven discovery has broken the operating model that used to contain them. We look at where the term came from, what it does and does not mean, and why nobody has folded it into DevSecOps.

Mythos and other Frontier AI models have cut the time from disclosure to exploit to days. Rapid remediation now depends on accurate asset data and application architecture that patches in hours.

Autonomous AI agents are starting to run the service desk - and even act in production. We look at what that means for IT service management, why the discipline matters more than ever, and how the latest ITIL refresh is realigning it for the AI era.

Service mapping connects business services to the applications, infrastructure and third parties that deliver them - the foundation of operational resilience and faster recovery.

Claude Mythos is Anthropic's frontier AI model that finds and exploits software vulnerabilities autonomously. What it means for enterprise security - and the opportunity it creates.