AI & the Modern SOC

AI is changing what security teams can do — and raising the bar for what's expected of them. AI & the Modern SOC covers human+AI workflows, SOC augmentation strategies, threat hunting methodology, detection engineering, and where the agentic SOC is headed. Huntress's take: AI extends human expertise — it doesn't replace it. This is where we work through what that actually looks like.


Fighting AI Slop in Production Codebases: How Huntress Improved Fable 5.1’s API Recall

Three changes to the Huntress coding harnesses doubled Claude Fable 5.1’s API recall evaluation accuracy rate.

Sep 22, 2026

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