This guide introduces Evo by Snyk as a unified security orchestration platform designed for AI-native applications. It explains that traditional security tools fail due to AI’s non-deterministic behavior and rapidly evolving attack surface. Evo addresses this with four core pillars: Discover, Assess, Govern, and Defend. It provides visibility into AI components, runs autonomous adversarial testing, enforces policy-driven governance, and automates remediation across code, pipelines, and runtime. The guide also highlights risks like prompt injection, data poisoning, and shadow AI. With agent-based orchestration and AI-BOM insights, Evo enables continuous lifecycle security, helping organizations secure AI systems at scale while reducing reliance on manual processes.

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