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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.

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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.

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
AI Harness for Offensive Security - Strobes blog cover showing multi-agent architecture concept
Offensive SecurityPenetration Testing

Building an AI Harness for Offensive Security: What It Takes to Turn LLMs Into Reliable Pentest and Validation Operators

The model is 20% of the problem. Here is the engineering story behind the orchestration, tooling, middleware, and infrastructure that turns a capable LLM into a reliable penetration testing operator.

Mar 22, 202614 min
Offensive Security 101: Everything You Need to Know
Offensive Security

Offensive Security 101: Everything You Need to Know

For most, the term "offensive" evokes images of aggression and harm. But in cybersecurity, offensive security takes on a whole new meaning: proactive, strategic, and ultimately, robust security. That's the essence of offensive security, a practice that's rapidly evolving from a niche expertise to a

Jan 17, 20249 min