Latest / The Application Security Podcast
Brad Geesaman - Redefining AppSec with AI: Shrinking Toil, Expanding Impact - How LLMs are able to reduce toil in triage-heavy AppSec workflows
AppSec teams are drowning in repetitive triage while the work that requires judgment keeps piling up. Brad Geesaman, Principal Security Engineer at Ghost Security, explains how large language models can shrink that toil without handing security decisions to an unreliable black box. He walks through using LLMs for classification, evidence gathering, and contextual analysis, with humans retaining final authority. Brad and Chris examine prompt engineering, trust, market disruption, and the limits of incumbent tools built around producing ever-larger finding queues. They also explore AI-assisted…
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