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Recent Articles

Why We Built Our Own Vulnerability Scanner Instead of Reselling Someone Else's

Why We Built Our Own Vulnerability Scanner Instead of Reselling Someone Else's

Most 'AI security' tools bolt a thin AI layer onto a legacy engine they license. We made the opposite bet—here's why a purpose-built, AI-native scanner changes what you can actually see and fix.

AI Triage, Built Into the Engine: Cutting Scanner Noise at the Source

AI Triage, Built Into the Engine: Cutting Scanner Noise at the Source

Traditional scanners dump thousands of findings and leave triage to you. Our AI enriches, deduplicates, and prioritizes findings inside the scan—so you open a short list of what actually matters.

Attack-Path Analysis: Why Isolated CVEs Miss Your Real Risk

Attack-Path Analysis: Why Isolated CVEs Miss Your Real Risk

A flat list of CVEs sorted by CVSS tells you little about how an attacker actually moves. See why modeling how findings chain into attack paths changes what you fix first.

AI-Native vs. Legacy Scanners: A Field Guide for Security Leaders

AI-Native vs. Legacy Scanners: A Field Guide for Security Leaders

Scanning and AI built as one engine, or a decades-old scanner with an AI summarizer stapled on? A practical guide to telling them apart—and the questions to ask any vendor.

Project Glasswing and Claude Mythos Changed the Patching Math. Here's What You Do Now.

Project Glasswing and Claude Mythos Changed the Patching Math. Here's What You Do Now.

Anthropic's Mythos AI can find and exploit zero-day vulnerabilities autonomously overnight. Here's what the N-day window collapse means for your patch cadence and vulnerability program.

How to Choose a Vulnerability Management Platform When You're Also Preparing for SOC 2

How to Choose a Vulnerability Management Platform When You're Also Preparing for SOC 2

Decision-stage comparison by evidence automation, remediation depth, scanner support, reporting layers, and speed to value.

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