Security Insights
Deep dives, expert analysis, and practical guidance on exposure management, adversarial validation, and the future of AI-driven exposure management.
Top 8 Data Breaches and Exposures of July 2026
The 8 confirmed data breaches of July 2026, from a 78-million-account Suno leak to rogue AI agents breaching Hugging Face and Anthropic. What happened and how to defend.
What to Evaluate Before You Let an AI Agent Exploit Your Systems
An AI agent that can exploit your systems does an attacker's work. Here are the seven governance checks to clear before you authorize agentic pentesting in production.
Human-in-the-loop security: why AI findings need human validation
An AI pentester can hand you a critical finding in minutes. The only question that matters is whether you believe it. Here is why human validation turns a claim into proof.
How Strobes AI identifies and exploits a SQL injection vulnerability
See how Strobes AI runs autonomous SQL injection testing, finding an injectable parameter, proving exploitability, and shipping evidence for remediation.