The Application Security Podcast

Author: Chris Romeo and Robert Hurlbut

Chris Romeo and Robert Hurlbut dig into the tips, tricks, projects, and tactics that make various application security professionals successful. They cover all facets of application security, from threat modeling and OWASP to DevOpssecurity and security champions. They approach these stories in an educational light, explaining the details in a way those new to the discipline can understand. Chris Romeo is the CEO of Devici and a General Partner at Kerr Ventures, and Robert Hurlbut is a Principal Application Security Architect focused on Threat Modeling at Aquia.
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Brad Geesaman - Redefining AppSec with AI: Shrinking Toil, Expanding Impact - How LLMs are able to reduce toil in triage-heavy AppSec workflows
Episode 20
Tuesday, 28 October, 2025

Brad Geesaman, Principal Security Engineer at Ghost, joins the podcast today to explore how AI and large language models are transforming the world of application security. The discussion starts with the concept of "toil"—the repetitive, exhausting work that drains AppSec teams as they struggle to keep up with mountains of security findings and alerts. Brad shares his insights on how LLMs can provide meaningful leverage by handling the heavy lifting of triage, classification, and evidence gathering, while keeping humans firmly in the loop for final decisions. They also discuss the seismic shift happening in the AppSec market, with AI-native approaches potentially disrupting traditional security tooling. Listen along to hear more about the future of secure coding and how artificial intelligence might finally give security teams the helicopter view they need to fight fires effectively.FOLLOW OUR SOCIAL MEDIA:➜Twitter: @AppSecPodcast➜LinkedIn: The Application Security Podcast➜YouTube: https://www.youtube.com/@ApplicationSecurityPodcastThanks for Listening!~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~