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Strobes connects every exposure signal to autonomous action, so security teams fix what matters, prove what works, and stop chasing noise.

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Weekly insight for security leaders

CTEM research, agentic AI trends, and what's actually moving the needle.

© 2026 Strobes Security Inc. All rights reserved.

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Blog

Security Insights

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

AI-Accelerated Offense: 5 days to weaponize a disclosed vulnerability, 131 new CVEs daily, 44% surge in AI-driven attacks, 80-90% of attacks now autonomous
Offensive SecurityCybersecurity

AI-Accelerated Offense: The Cyberattack Your Security Program Was Never Built to Stop

AI-Accelerated Offense uses autonomous agents to run the full cyberattack chain in hours. A frontier AI model found thousands of zero-day vulnerabilities across every major OS and browser in weeks. See how it works, why your security program is already behind, and what to do now.

Apr 23, 202613 min
How Strobes AI Turns a Supply Chain Zero-Day into Full Exposure Assessment
CTEMCybersecurity

How Strobes AI Turns a Supply Chain Zero-Day into a Full Exposure Assessment in Under 30 Minutes

When the axios npm package was compromised on March 31, 2026, Strobes AI agents autonomously performed incident response, identified every exposed repository across the attack surface, and generated a complete exposure assessment with remediation tasks in under 30 minutes.

Mar 31, 202610 min
How to Write an Effective AI Agent Skill Four-Layer Architecture
engineeringOffensive Security

How to Write an Effective AI Agent Skill: The Four-Layer Architecture

Most teams building AI agents get the ratio wrong: 90% code, 10% methodology. Here is the four-layer architecture Strobes uses to build skills that run complete security assessments autonomously.

Mar 31, 20267 min
Strobes AI The Agent Stack Specialized for Offensive Security
Offensive SecurityCTEM

Strobes AI: The Agent Stack Specialized for Offensive Security

A deep-dive into the multi-agent architecture behind Strobes AI — 12 purpose-built offensive security agents, the Skills system, Human in the Loop governance, and the architectural properties that make continuous exposure management viable at scale.

Mar 27, 20268 min
Three-angle crawl strategy: static analysis, swarm crawling, browser handover into Strobes orchestrator
Penetration TestingOffensive Security

Why Crawling Is the Hardest Part of AI-Powered Pen Testing (And How We Fixed It)

AI agents are brilliant at reading code but terrible at navigating browsers. Here's how Strobes combines static analysis, CDP-based swarm crawling, and human browser handover to build a complete attack surface map before testing begins.

Mar 20, 202612 min