What If AI Never Happened? The AppSec Reality Check

What If AI Never Happened? The AppSec Reality Check

From The Security Table by Izar Tarandach, Matt Coles, and Chris Romeo

April 8, 2026 · 47 min · Season 4 · Episode 7

About this episode

The episode explores the implications of a world without generative AI on application security.

In this episode, we explore a simple but surprisingly deep question: what would application security look like if generative AI never existed? We break down how AppSec might still rely on deterministic, rule-based approaches, what we might gain in structure and rigor, and what we’d lose in speed, scale, and accessibility. Along the way, we debate whether AI is truly improving security or just accelerating existing problems, from “vibe coding” and false confidence in results to the growing gap...

People in this episode

Hosts: Izar Tarandach, Matt Coles, Chris Romeo

Topics covered

  • application security
  • generative AI
  • deterministic approaches
  • security challenges
  • vibe coding

Keywords

  • application security
  • AI
  • deterministic approaches
  • security problems
  • vibe coding
  • false confidence

Mentioned in this episode

Organizations: AppSec, AI

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