The cybersecurity landscape is shifting dramatically as AI agents become capable of finding and exploiting obscure software vulnerabilities at scale. At the same time, developers are churning out massive amounts of AI-generated code that may contain hidden flaws, creating a perfect storm where attackers have powerful new tools while the codebase they're targeting grows larger and potentially more vulnerable. Security teams are now racing to adapt their defenses to this new reality where even mundane, overlooked software components can become serious security risks.