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