Real ChatGPT answer · index seed9uNZhhZ4ByUcompleteB2B software · cybersecuritycommercial

Looking for a straightforward guide on how to integrate automated vulnerability scanning into our DevOps staging environment without breaking our current test suites.

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for a straightforward guide on how to integrate automated vulnerability scanning into our DevOps staging environment without breaking our current test suites.
3 real searches · 1 real-search pass
official documentation integrate Trivy GitHub Actions CI vulnerability scanning exit code severity ignore unfixedGoogle ↗
OBSERVED
OWASP ZAP baseline scan automation framework official docs passive scan CI pipelineGoogle ↗
OBSERVED
GitHub Actions workflow jobs needs continue-on-error official documentationGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
official documentation integrate Trivy GitHub Actions CI vulnerability scanning exit code severity ignore unfixed Google ↗
OWASP ZAP baseline scan automation framework official docs passive scan CI pipeline Google ↗
GitHub Actions workflow jobs needs continue-on-error official documentation Google ↗
  1. OWASP DevSecOps Guideline · owasp.org
  2. WSTG - Latest · owasp.github.io
  3. ZAP – ZAP · zaproxy.org
  4. ZAP · zaproxy.org
  5. CI/CD · trivy.dev
  6. Vulnerability · trivy.dev

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official documentation integrate Trivy GitHub Actions CI vulnerability scanning exit code severity ignore unfixed
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
OWASP ZAP baseline scan automation framework official docs passive scan CI pipeline
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
GitHub Actions workflow jobs needs continue-on-error official documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1