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Harish Gaggar

Contributing Writer

Harish Gaggar

Harish Gaggar contributes reporting and analysis on the technology, teams and operating models behind modern software delivery.

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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