Real ChatGPT answer · index seedNgj9SZCN9GscompleteB2B software · cybersecuritybrand

Are there any open source alternatives to commercial application security testing tools that integrate seamlessly with GitHub Actions?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any open source alternatives to commercial application security testing tools that integrate seamlessly with GitHub Actions?
2 real searches · 1 real-search pass
official GitHub Actions documentation Semgrep CodeQL OSV Scanner OWASP ZAP Trivy Gitleaks Checkov GitHub ActionsGoogle ↗
OBSERVEDInstruction
open source application security testing tools GitHub Actions SAST SCA DAST secrets IaC scanning 2026Google ↗
OBSERVEDOther / navigational

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.

ChatGPT real searches (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
official GitHub Actions documentation Semgrep CodeQL OSV Scanner OWASP ZAP Trivy Gitleaks Checkov GitHub Actions Google ↗
open source application security testing tools GitHub Actions SAST SCA DAST secrets IaC scanning 2026 Google ↗
  1. semgrep/semgrep · github.com
  2. github/codeql · github.com
  3. PyCQA/bandit · github.com
  4. DependencyCheck · github.com
  5. google/osv-scanner · github.com
  6. zaproxy/zaproxy · github.com
  7. GitHub Action · github.com
  8. GitHub repository · github.com
  9. GitHub repository · github.com
  10. GitHub repository · github.com
  11. GitHub repository · github.com
  12. GitHub repository · github.com
  13. Free for Open Source Application Security Tools · community.owasp.org
  14. Dynamic Application Security Testing (DAST) · owasp.github.io
  15. GitHub Actions Security · cheatsheetseries.owasp.org
  16. Awesome Security Pipeline · github.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official GitHub Actions documentation Semgrep CodeQL OSV Scanner OWASP ZAP Trivy Gitleaks Checkov GitHub Actions
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
open source application security testing tools GitHub Actions SAST SCA DAST secrets IaC scanning 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1