Snyk's Eli Cohen: fastest AI attack took 4 minutes, security needs agent teams

AI Engineer · youtube · 2026-10-08

In an AI Engineer World's Fair talk, Snyk's Eli Cohen (Helios co-founder) argues security must go offensive: attackers use frontier models to chain vulnerabilities in as little as 4 minutes, while annual pen tests can't keep up. He contrasts SAST, DAST and pen testing, then outlines continuous offensive security — AI pen testing on every PR via an agent team (orchestrator, recon, vulnerability hunters, exploit-validating judge, remediation), plus four questions to vet AI pen-testing vendors.

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