Real ChatGPT answer · index seedgcL6mjCTe4McompleteB2B software · cloud hostinginformational

Which open-source automated vulnerability assessment tools can I integrate into a GitHub Actions CI CD pipeline running on cloud-hosted runners?

ChatGPTgpt-65 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which open-source automated vulnerability assessment tools can I integrate into a GitHub Actions CI CD pipeline running on cloud-hosted runners?
5 real searches · 1 real-search pass
open source security vulnerability scanning tools GitHub Actions CI SAST SCA container IaC DAST official documentation 2026Google ↗
OBSERVED
Semgrep GitHub Actions official documentation open source community editionGoogle ↗
OBSERVED
Trivy GitHub Actions official documentation open source vulnerability scannerGoogle ↗
OBSERVED
OWASP ZAP GitHub Actions official documentation baseline scanGoogle ↗
OBSERVED
Checkov GitHub Actions official documentation open source IaC scannerGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 5 queries…

Searches and sources

ChatGPT5 real searches · gpt-6
open source security vulnerability scanning tools GitHub Actions CI SAST SCA container IaC DAST official documentation 2026 Google ↗
Semgrep GitHub Actions official documentation open source community edition Google ↗
Trivy GitHub Actions official documentation open source vulnerability scanner Google ↗
OWASP ZAP GitHub Actions official documentation baseline scan Google ↗
Checkov GitHub Actions official documentation open source IaC scanner Google ↗
  1. Free for Open Source Application Security Tools · community.owasp.org
  2. www-community/pages/Free_for_Open_Source_Application_Security_Tools.md at master · OWASP/www-community · github.com
  3. CI/CD · trivy.dev
  4. Container Scanning · owasp.github.io
  5. Dynamic Application Security Testing (DAST) · owasp.github.io
  6. Quick Start · checkov.io
  7. Infrastructure as Code (IaC) Scanning · owasp.github.io
  8. DevSecOpsGuideline/current-version/0-Intro/0-2-Overview.md at master · OWASP/DevSecOpsGuideline · github.com
  9. Overview · owasp.github.io
  10. GitHub · github.com
  11. GitHub · github.com
  12. GitHub · github.com
  13. GitHub · github.com
  14. GitHub · github.com
  15. GitHub · github.com
  16. GitHub · github.com
  17. GitHub · github.com
  18. GitHub · github.com
  19. GitHub · github.com
  20. GitHub · github.com

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
open source security vulnerability scanning tools GitHub Actions CI SAST SCA container IaC DAST official documentation 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Semgrep GitHub Actions official documentation open source community edition
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Trivy GitHub Actions official documentation open source vulnerability scanner
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
OWASP ZAP GitHub Actions official documentation baseline scan
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Checkov GitHub Actions official documentation open source IaC scanner
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1