AI Engineer · July 20, 2026

Through the AI Fog: The Architectural Decision Agentic Security Depends On — Manoj Nair, Snyk

Through the AI Fog: The Architectural Decision Agentic Security Depends On — Manoj Nair, Snyk video thumbnail
Why it matters

Ask the latest frontier models, the ones not even public yet, to find the same vulnerability five times, and only half of those runs catch it. Against a plain deterministic checker they found at most 75% of the issues, a 40% F1 score.

My takeaway: Through the AI Fog: The Architectural Decision Agentic Security Depends On — Manoj Nair, Snyk is a threat-intelligence signal. The practical read is to connect the incident back to AI-adjacent software, developer tooling, and automation paths that need ordinary security controls.