Features
AI-generated line detection (Cursor, Copilot, Bolt, Lovable)
Scans AI-human code seams for vulnerabilities
Missing access control detection on AI-scaffolded routes
Fallback secret detection in environment variable lookups
Timing-unsafe webhook signature comparison detection
Hardcoded credential detection
SQL injection detection via string concatenation
Baseline capture and fix validation
Automated fix with rewriter credits
A+ Mozilla Observatory rating
CodeQL static analysis integration
pip-audit for Python packages
Open-source auditable scanner rules
Free scan without account creation (60 seconds)
Hybrid AI (symbolic + generative) vulnerability detection
85%-accurate security autofixes via Snyk Agent Fix
Risk-based prioritization (reachability, exploit maturity)
19+ supported programming languages
Custom rules with AI autocomplete via DeepCode AI Search
Context-aware vulnerability scanning
Automated code fix suggestions in IDE plugins
Privacy-safe: no training on customer code
CI/CD, SCM, and IDE integrations
AI-generated code scanning
MTTR reduction of 84% or more
Multi-model AI ensemble for accuracy
Snyk Remediation Agent CLI for bulk OSS fixes
Agentic Development Security (ADS) capabilities
Integration with Anthropic Claude Enterprise
