Home/AI DevSecOps/Veracode

Veracode

AppSec Leader#7 of 15 in AI DevSecOps

79%

COVERAGE

Veracode Fix AI remediation; broadest SAST+DAST+SCA; FedRAMP authorized; 30+ years AppSec; 2,600+ customers

Code Sec

2 full, 2 partial of 4

AI Code Vuln Detection

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

Partial

Secret Detection

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

Partial

SAST Engine

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

Full

DAST / Runtime

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

Full

Supply Chain

2 full, 1 partial of 3

SCA & AI SBOM

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

Full

License Compliance

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

Full

Model/Pkg Provenance

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

Partial

Pipeline

2 full, 1 partial of 3

CI/CD Integration

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

Full

IDE / Pre-commit

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

Partial

Auto-Remediation

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

Full

Governance

3 full, 0 partial of 4

AI Code Policy

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

Full

Dev AI Usage Track

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

None

Compliance Reporting

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

Full

Multi-Language

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

Full

Top Peers in AI DevSecOps

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