This whitepaper outlines how traditional security models fail in AI-driven environments due to speed, scale, and complexity. The opening sections describe the “AI Security Fabric,” an integrated, intelligent layer that embeds security across the entire SDLC. The middle sections detail Snyk’s platform approach, covering code, open source, containers, IaC, and APIs, all integrated into developer workflows. It introduces a three-phase model: Stabilize (visibility), Optimize (prioritized remediation), and Scale (governance and automation). The later sections highlight AI-driven workflows like real-time detection, automated fixes, and unified visibility. The key takeaway is that organizations need a unified, developer-first platform that embeds continuous, intelligent security into AI-driven de

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