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...

defending-code-reference-harness

Defending Code Reference Harness A reference implementation for autonomous vulnerability discovery and remediation with Claude, based on our learnings from partnering with security teams at several organizations since launching Claude Mythos Preview. For a write up of these learnings along with...

TruConfidence: Why Your Patch Automation Can Finally Be Autonomous

TruConfidence: The AI-Powered Remediation Intelligence & Orchestration engine powering TruRisk Eliminate 2.0 delivers autonomous remediation at scale with proof at every step. Executive Summary Vulnerabilities are now discovered faster than enterprises can remediate them. Patch automation has bee...

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...

The Autonomous Engine Behind Remediation, and What Finally Makes It Safe

Executive Summary Vulnerability exploitation now happens at a speed that manual, ticket-based remediation can 't match. Qualys's Enterprise TruRisk Management Platform closes that gap with autonomous remediation: exposures are prioritized by threat, business, and environmental context, then...

Audit Fix: Audit Readiness for the Post-Mythos Era

Key Takeaways Human-speed compliance is dead. Attackers utilizing modern, autonomous AI tools can chain enterprise misconfigurations and weaponize vulnerabilities in under 25 minutes, rendering manual, periodic audit cycles completely obsolete. The "Configuration Gap" is your biggest blind spot...

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...