Scaling AppSec through humans & agents

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Presented at SnowFROC 2026 by

Every engineering organization eventually reaches a point where AppSec simply can’t keep up. Review-by-review work doesn’t scale, yet the risk continues to grow with every new feature and product launch. This session shares a practical, real-world blueprint for building an AppSec program that scales with limited headcount.