9 articles
Security work is still full of human labor. After more than 20 years in the field, here's why I'm betting on a future where that human role disappears—and went all-in on AI with a one-person micro-SaaS.
How PentaTrail computes the BI Score from three axes (purpose / data_classification / availability), and how it combines with TDL to produce TER bands.
How PentaTrail's Threat Exposure Risk framework unifies technical threat severity with business impact for holistic risk assessment.
How PentaTrail computes Threat Discovery Level (TDL) — the 5-step vulnerability ranking — and how Evidence Grade, AI Deep Scan, and KEV adjust the result.
How to use CISA's KEV catalog to identify actively exploited vulnerabilities and integrate it into your security strategy.
How EPSS (Exploit Prediction Scoring System) works and how combining it with CVSS enables smarter vulnerability prioritization.
How CVSS scoring works, how to interpret scores, and why CVSS alone isn't enough for effective vulnerability prioritization.
An overview of CTEM (Continuous Threat Exposure Management), how it differs from traditional vulnerability management, and why organizations should adopt it.
What is Attack Surface Management, why it matters, and how to get started with continuous external attack surface monitoring.