AI-powered security scanner that catches vulnerabilities in real time — including flaws introduced by AI-generated code.
Snyk Code is an AI-powered application security platform that scans codebases for vulnerabilities in real time, with particular emphasis on catching security flaws introduced by AI coding assistants — an increasingly important problem as more code is written by tools like Copilot and Cursor without careful human review.
Snyk offers a free tier suitable for individual developers and small projects with limited scans. Team and Enterprise plans scale based on developers and repository volume, with custom pricing for large organizations.
The platform integrates directly into the development workflow — IDEs, pull requests, and CI/CD pipelines — flagging vulnerabilities the moment code is written rather than after deployment. Snyk’s AI-specific capabilities focus on detecting patterns common in AI-generated code, including insecure dependency suggestions, injection vulnerabilities, and configuration mistakes that AI assistants sometimes introduce without security context.
As AI-assisted coding becomes standard practice, security scanning that specifically accounts for AI-generated code patterns has become a meaningfully different problem than traditional static analysis, and Snyk has positioned itself at the center of that shift.
Pros: Real-time scanning integrated into developer workflow, specifically tuned for AI-generated code risks, strong CI/CD integration, free tier for individuals, trusted by enterprise security teams.
Cons: Full enterprise features require custom pricing conversations, can generate false positives requiring tuning, best value realized at team/org scale rather than solo use.
Best for: Engineering teams using AI coding assistants at scale who need automated security review to catch vulnerabilities before they reach production.