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Brad Geesaman
Principal Security Engineer at Ghost focused on application security and AI-assisted AppSec workflows, known for work on triage optimization, threat modeling, and leveraging LLMs to reduce toil.
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Oct 28, 2025
• 42min
Brad Geesaman - Redefining AppSec with AI: Shrinking Toil, Expanding Impact - How LLMs are able to reduce toil in triage-heavy AppSec workflows
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Brad Geesaman, Principal Security Engineer at Ghost, dives into how AI and large language models are revolutionizing application security. He tackles the concept of 'toil', sharing how LLMs can alleviate repetitive tasks in triage and classification, allowing security teams to focus on critical issues. Brad highlights the importance of human validation in a hybrid approach—where AI assists without fully taking over. He envisions a future where security is seamlessly integrated into the development process, making secure coding easier than ever.
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