Trial
Snyk Code is a developer-first SAST tool powered by the DeepCode AI engine — a hybrid of symbolic AI, machine learning, and generative AI. Its February 2026 AI Security Fabric embeds security scanning directly into AI coding assistants like Claude Code and Gemini CLI with 60-second setup.
Why It Matters for AI-Assisted Development
Snyk's approach of embedding security checks directly into the AI coding workflow — rather than catching issues after the code is written — is well-suited to agentic development. The AI Security Fabric acts as a unified security layer across the SDLC.
- DeepCode AI Engine: Trained on 25M+ data flow cases across 19+ languages, combining AST analysis with ML to understand complex flows. Claims 80% accuracy on automated fixes.
- Snyk Agent Fix: One-click AI-driven vulnerability repair within IDE and PR workflows.
- Context-Aware Risk Scoring: Assesses package popularity, code reachability, and exploit maturity — not just static severity.
Strengths
- Hybrid AI engine produces lower false positive rates than traditional SAST
- Broad platform covering SAST, SCA, containers, IaC, and cloud in one tool
- Active investment in securing AI-generated code specifically
- Good IDE integration and developer experience
Limitations
- Steep price jump from Team (10 dev cap) to Enterprise tier
- SSO requires Enterprise plan
- Free tier test limits are restrictive for real CI/CD usage
- DeepCode AI is proprietary — less transparency than rule-based approaches
Pricing
- Free: All 5 products with limited test quotas
- Team: $25/developer/month (5-10 developers)
- Enterprise: Custom pricing (average SMB: ~$47K/yr)