AI in AppSec: Hype, Layoffs and What's Actually Real

Episode SummaryArtificial intelligence is dominating headlines in cybersecurity, but how much of it holds up under scrutiny? In this solo episode of Secured, Cole Cornford, founder and CEO of Galah Cyber, shares his unfiltered take on three of the biggest AI narratives making waves in the AppSec space right now.Cole breaks down the Claude Code security announcement and why the market reaction dramatically overstated its real-world impact, arguing that the most meaningful security vulnerabilities have never been the ones static analysis tools can easily catch. He then examines Aikido's continuous penetration testing proposition, raising serious questions around noise, cost, resilience, and whether most organisations are even architected to support it.Finally, Cole tackles the AI job displacement narrative head-on, making the case that most high-profile tech layoffs are less about AI capability and more about mismanaged businesses using automation as convenient cover for decisions driven by poor performance and investor pressure.Timestamps00:00 – Intro & Cole's hot take on AI hype01:30 – Claude Code Security: what it is and why markets overreacted03:30 – Why meaningful vulnerabilities need context, not static analysis05:30 – Autofix, token waste, and who's actually using Claude Code08:00 – Aikido Infinite: the continuous pen testing promise10:00 – Cost, resilience, and noise concerns with Aikido12:49 – The AI jobs narrative: Cole's verdict14:30 – WiseTech, Block, and the smokescreen theory16:00 – Jobs shift, not job loss17:03 – Closing thoughts and solo format feedback🐙 Secured is grateful to be sponsored and supported by Chainguard.Chainguard is the trusted source for open source. Get hardened, secure, production-ready builds so your team can ship faster, stay compliant, and reduce risk. Download your free CVE Reduction Assessment at https://dayone.fm/chainguardSecured is part of Day One.Day One helps founders and startup operators make better business decisions more often. To learn more, join our newsletter to be notified of new First Cheque episodes and upcoming shows.Mentioned in this episode:Call for FeedbackThis podcast uses the following third-party services for analysis: Podtrac - https://analytics.podtrac.com/privacy-policy-gdrpSpotify Ad Analytics - https://www.spotify.com/us/legal/ad-analytics-privacy-policy/