Security Insights
Deep dives, expert analysis, and practical guidance on exposure management, adversarial validation, and the future of AI-driven exposure management.

10 Best Open Source Agentic Pentesting Tools in 2026
Compare the 10 best open source agentic pentesting tools for self-hosted workflows, from PentAGI and PentestGPT to CAI, Strix, and VulnBot.

Best AI Pentesting Tools in 2026: Ranked, Priced & Compared (12 Tools)
Which AI pentesting tool actually reduces risk in 2026? We reviewed 12 platforms on autonomy, proof quality, pricing, and what happens after a vulnerability is found.

Driving CTEM Adoption Across the Enterprise
Most enterprises are not short on security activity. They run scanners, onboard new tools, commission assessments, run internal reviews, and publish regular risk reports. Yet exposure still slips through. Incidents still trace back to issues that were already known. Teams still debate what matters m

Why Deduplication Is the Most Underrated Security Control
Security teams face constant pressure from an overload of alerts and findings. Every new scanner or assessment adds to the pile, making it hard to focus on what matters. Instead of streamlining efforts, these tools often create more confusion by repeating the same issues across reports. This is wher

Why Visibility Alone Fails and Context Wins in 2026
For more than a decade, cybersecurity teams have chased visibility through logs, dashboards, alerts, and tools that promised a single pane of glass. And yet, here’s the uncomfortable truth. Security teams today have unprecedented visibility, yet they often lack clarity on what actually matters. They

Beyond the Basics Developing a Risk Driven AI Driven Cloud Native Security Strategy
Cloud-native architectures bring speed and scalability but also create new risks beyond traditional workloads. Misconfigured APIs, vulnerable containers, and over-permissive access expose enterprises to advanced threats. This blog explains why legacy security tools fall short, how AI-driven strategi

How to Manage Vulnerability Risk Across 10,000+ Assets?
When your asset base exceeds 10,000, vulnerability risk management becomes a strategic discipline. This guide covers asset discovery, scanning, prioritization, remediation, and validation, showing how enterprises can orchestrate tools, teams, and processes effectively. Learn how Strobes RBVM central

Patch Management vs Vulnerability Management: What’s the Difference?
Many organizations struggle with security gaps even after investing in different tools and processes. One of the most common reasons for breaches is the presence of unresolved weaknesses in systems. A report by Ponemon Institute highlights that 60% of organizations experiencing a breach in 2024 admi

Attack Surface Monitoring - Stop Chasing Alerts, Start Managing Risk
Modern enterprises are facing an unprecedented challenge, attack surfaces are growing faster than they can be secured. Without attack surface monitoring, cloud services, SaaS tools, third-party integrations, and remote work only accelerate this sprawl. A recent report found that 62% of organizations

Addressing Data Protection and Compliance with Mobile Application Pentesting
Mobile applications are now central to business operations. From internal workforce tools to customer-facing platforms, organizations rely heavily on mobile ecosystems. But with this growth comes increased exposure. Addressing Data Protection and Compliance with Mobile Application Pentesting is esse

MCP (Model Context Protocol) and Its Critical Vulnerabilities
Model Context Protocol connects AI assistants to external tools and data. Think of it as a bridge between Claude, ChatGPT, or Cursor and your Gmail, databases, or file systems. Released by Anthropic in November 2024, it's gaining traction fast. But it has serious security problems. What Model Contex

Strategic CISO Tools Consolidation for Modern Security Leaders
“Let’s buy one more tool,” - isn’t it something you have heard before? The CISO tools box is so jam-packed that it’s even tough to remember the work of each tool. The biggest question for CISO is not how many tools are required but whether the tools offer real-time and actionable security. When ever