
Secure AI-assisted coding in practice
A security-first workflow for AI-assisted development that delivers both speed and protection.
A security-first workflow for AI-assisted development that delivers both speed and protection.
Building with AI doesn't mean abandoning security—it means rethinking how you approach it.
Product Threat Exposure Management (PTEM) represents a fundamental shift from traditional application security to a holistic approach that treats software as complete products rather than isolated codebases.
Traditional security approaches—penetration testing, code reviews, compliance frameworks—assume human-written code and expert oversight. They're poorly suited to the scale and nature of vibe-coded applications. We need an approach as AI-native as the development process itself.
Continuous Threat Exposure Management (CTEM) is a comprehensive cybersecurity framework identified by Gartner that enables organizations to continuously and consistently evaluate the accessibility, exposure, and exploitability of their digital and physical assets.
Product red teaming is a specialized form of adversarial testing that focuses specifically on simulating real-world attacks against an organization's software products and their entire ecosystem.