Latest from Harish

Blogs
Why AI Agents Shouldn’t Guess at Vulnerability Exploitability
Vulnerability prioritization is not a language problem. The safest agent architectures use models to interpret and explain, while deterministic systems traverse the evidence. Ask a security team a simple question: Of the vulnerabilities your scanner reported this morning, which ones can actually be exploited in production? The honest answer is often that nobody knows yet, […]
Sep 10, 2026 · 3 min