Snyk Code AI

Snyk Code is a fast, accurate, and developer-centric static application security testing solution built for modern development workflows. It integrates directly into IDEs (like VS Code, IntelliJ, PyCharm), CI/CD pipelines, SCM providers (GitHub, GitLab, Bitbucket, Azure Repos), and CLI tools to detect code-level vulnerabilities in real-time—offering inline explanations, taint/data flow visuals, and pre-validated auto-fixes via AI-powered Snyk Agent Fix. With support for major languages/frameworks including Java, JavaScript/TypeScript, Python (beta), C#, C/C++, Go, Kotlin, PHP, Ruby, Scala, Swift, and VB.NET, Snyk Code leverages a self-hosted logical AI engine and a robust knowledge base of 25M+ data flow cases for speed and precision . It empowers teams to catch and remediate vulnerabilities early—claiming up to 84% reduction in remediation time. Users gain priority scoring, contextual advice, and fix suggestions right in their code editor or Pull Requests. Its declarative query language enables custom rule definitions and AI-assisted rule-building .