defending-code-reference-harness

Arnés de Referencia para Defensa de Código Una implementación de referencia para el descubrimiento y remediación autónomos de vulnerabilidades con Claude, basada en nuestros aprendizajes de asociarnos con equipos de seguridad en varias organizaciones desde el lanzamiento de Claude Mythos Preview...

sentinel-mcp

SentinelMCP — AI-Powered Cyber Defense System Google Cloud Hackathon submission — Autonomous threat detection and remediation orchestrated by Google Cloud Agent Builder Vertex AI Agent , powered by Gemini 2.0 Flash, Model Context Protocol MCP, and Dynatrace observability. The Problem Security tea...

Autonomous Remediation Is Already Running at Enterprise Scale

The following is a guest blog by ITSPmagazine, based on their interview of Qualys President & CEO Sumedh Thakar at Black Hat USA 2026. Sumedh Thakar has watched the same clock compress for 23 years. He joined Qualys as an early software engineer on the scanner, when organizations scanned once eve...

Handling the Vulnerability Surge in the Post-Mythos Era

How to Operationalize Hyper-Prioritization and Autonomous Remediation with Qualys Executive Summary The Mythos era, defined by a surge of AI-driven vulnerabilities from frontier models like Anthropic 's Claude Mythos, requires security teams to fundamentally move from manual to an autonomous...

How Agentic AI Helps with Adaptive Cloud Risk Assessment with Agent Vikram

In fast-moving cloud environments like AWS, security teams face an uncomfortable truth: not every EC2 instance is being scanned, existing tools don’t work across a diverse environment that includes long-lived and ephemeral assets, and visibility is never complete. Qualys research found that over...