Practical insights on security, product, and operations for teams that build and run critical systems.
A transparent model for combining asset churn, severity, persistence, ownership confidence, and remediation delay into one directional metric.
An original operating model for connecting exposed assets, inbound decisions, browser-side changes, and outbound behavior during triage.