Atlas › 07 Security Testing for AI Apps › SAST, DAST, and SCA in CI: Shift-Left Security Pipeline☰ Read as one page
SAST, DAST, and SCA in CI: Shift-Left Security Pipeline
8.1What Is Shift-Left Security?Shift-left security means integrating security testing early in the development lifecycle -- ideally in CI/CD pipelines -- rather than…8.2Tool Landscape8.3Complete CI Security Pipeline8.4AI-Specific Semgrep RulesStandard SAST rules do not catch AI-specific vulnerabilities. Write custom Semgrep rules:8.5Understanding Each Security LayerAnalyzes source code without executing it. Catches code-level vulnerabilities early.8.6Pipeline Architecture8.7Handling Security FindingsSAST tools produce false positives. Manage them systematically: