Cloud Security Podcast · 2026-06-16 · 47 min
Threat hunting has officially evolved into "vibe hunting". However, if your AI security tools lack the right semantic context, they might be doing more harm than good. In this episode, Ashish sits down with Aqsa Taylor , Chief Security Evangelist at Exaforce , to discuss the rapidly changing landscape of Security Operations Centers. Aqsa explains how her team coined the term "vibe hunting" after autonomously tracking IOCs and exposure windows during the nationwide attack. We also explore the limitations of upstream detections, highlighting complex threats like the HackerBot Claw pull-request manipulation, TeamPCP NPM supply chain attacks, and APTs posing as fake employees on Google Workspace. If you are navigating the noise of the 54+ new AI SOC startups, Aqsa breaks down the 4 Pillars of an AI SOC (Triage, Detection, Investigation, and Response) and speaks to "Build vs. Buy" debate regarding internal security tooling.
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