Different layers of defense—use the right signal at the right pipeline stage.
| Dimension | SAST | DAST | SCA |
|---|---|---|---|
| What it tests | Source / bytecode patterns & data flow | Running HTTP app & config behavior | Third-party packages vs vuln DBs |
| When it runs | CI on commit/PR; IDE | After deploy to test env | CI on lockfile/manifest change |
| Coverage driver | Code paths (not runtime routes) | Crawl/OpenAPI + reachable URLs | Declared dependencies |
| Speed | Fast to moderate | Slower (network I/O) | Fast (metadata + matching) |
| False positives | Higher without tuning | Moderate (config dependent) | Lower for exact version matches |
| Blind spots | Runtime-only issues | Source-level API misuse | In-house code flaws |
SAST DAST SCA
Toggle a focus to emphasize relevant rows (interactive).
| Your need | Prefer | Rationale |
|---|---|---|
| Stop SQLi/XSS patterns before merge | SAST | Points to exact lines; fast in CI |
| React to CVEs in dependencies | SCA | Maps versions to advisories |
| Validate headers, cookies, WAF in staging | DAST | Observes real HTTP behavior |
| Enforce banned APIs company-wide | SAST | Custom rules in code |
| Find exposed admin routes post-deploy | DAST | Discovery against running app |
| License compliance reporting | SCA | BOM + policy engine |
Modern DevSecOps programs run SAST + SCA on every PR (fast feedback on your code and their code), and DAST on staging on a schedule or before release (validate real-world exposure). Penetration tests and threat modeling add human judgment on top—tools narrow the search space.