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

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.

The rapid advancement of AI, particularly in large language models (LLMs), has led to transformative capabilities in numerous industries. However, with great power comes significant security challenges. The OWASP Top 10 for LLMs addresses evolving threats. This article explores what's new, what’s ch