Seven Samurai's of VulnOps

About this episode

Nico Popp, operating partner at Crosspoint Capital Partners and former Chief Product Officer at Tenable, joins Mehul to explain why he came back from Black Hat saying there were "dead men walking everywhere." He argues that putting AI on top of a legacy product doesn't make it AI-native. The real shift is a new architecture: sensors feed a context graph, the graph feeds a reasoning layer, and agents sit on top where the console used to be. They cover what makes a durable moat now ("the three musketeers": agentic architecture, captured agent trajectories, and your own reinforcement-learned models), why wiring in frontier models is a strategic blunder, and Nico's "Seven Samurai" framework for VulnOps. That framework describes how vulnerability management has to change when attackers are agentic, and why it ends up absorbed into the agentic SOC. Along the way they discuss the Cisco–Kenna and ServiceNow–Armis deals, the future of the console UI and what happens to entry-level security jobs.