Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI agents are about to act as humans inside your organization. Curtis Koenig, Head of Application Security at Gen, explains why treating them with the same identity and data controls is the single most important step to get ahead of AI risk. "We're going to give these agents the capability to do things as though they were humans. If we are not treating them like we treat our other human users in our organizations, that's where we're creating risk.".

Attackers targeting open source dependencies already have all the code they need. Curtis Koenig, Head of Application Security at Gen, explains the fundamental asymmetry and why building quality fixes at speed is the real challenge for defenders. "An attacker can produce very fast, very ugly code that propagates through as an attack. When we're trying to fix something, the challenge we have is we're always trying to build for quality.".

The window between an exploit being discovered and actively used is around eight hours. Curtis Koenig, Head of Application Security at Gen, explains why zero trust and a prepared incident response process remain the foundation for security teams navigating this new threat landscape. "The good news is that if the tool can find a vulnerability and create an exploit, it can find a vulnerability and write a patch as well.".

Your backlog of low and medium severity vulnerabilities just became a real threat. AI can now chain them into critical exploits, and the window between exploit discovery and active use is around eight hours. Curtis Koenig, Head of Application Security at Gen, joins the show to explain why treating AI agents like human users is the single most important step security teams can take this year. CHAPTERS.

Your security stack does its job. But credentials move between your tools: into pipelines, container images, Slack threads, Jira tickets, and local machines. Together they form a credential layer that no single tool was built to see. GitGuardian is the Credential Layer Security platform that helps teams detect, remediate, and prevent secrets sprawl. In this overview, you'll see how GitGuardian: Trusted by 600K+ developers and the most-installed security app on the GitHub Marketplace.