Snyk

82%

COVERAGE

AI Code Vuln Detection

Scan AI-generated code for vulnerabilities (OWASP, CWE) with AI-specific pattern recognition.

Secret Detection

Detect leaked API keys, tokens, credentials in AI completions before they reach the repo.

SAST Engine

Static Application Security Testing — deep source code analysis with AI-enhanced false positive reduction.

DAST / Runtime

Dynamic testing of running applications including AI endpoints, LLM APIs, and agentic workflows.

SCA & AI SBOM

Software Composition Analysis for AI-suggested deps. SBOM/AI-BOM generation. Typosquatting detection.

License Compliance

Detect copyrighted code, license-violating snippets in AI output. Track OSS license obligations.

Model/Pkg Provenance

Verify origin and integrity of AI models and packages. Detect supply chain attacks on model files.

CI/CD Integration

Native integration with GitHub Actions, GitLab CI, Jenkins, Azure DevOps for automated scanning.

IDE / Pre-commit

Real-time scanning in VS Code, JetBrains, Cursor, Windsurf before code is committed.

Auto-Remediation

AI-powered auto-fix that generates and applies patches for detected vulnerabilities.

AI Code Policy

Enforce org-wide policies on AI code: allowed models, restricted patterns, merge gates.

Dev AI Usage Track

Monitor which developers use AI coding tools, audit AI code contribution ratios.

Compliance Reporting

Audit reports on AI code security posture for SOC2, ISO 27001, FedRAMP.

Multi-Language

Cover Python, JS/TS, Java, Go, Rust, C/C++ with AI-specific scanning rules.