How do we set up automated vulnerability scanning for DevOps in GitLab without paying enterprise tier pricing right away?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do we set up automated vulnerability scanning for DevOps in GitLab without paying enterprise tier pricing right away?
2 real searches · 1 real-search pass
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)
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
GitLab documentation security scanning tiers free GitLab CI SAST dependency scanning container scanning 2026 Google ↗
GitLab CI/CD security scanning with open source Semgrep Trivy Checkov GitLab Free examples Google ↗
- Semgrep · semgrep.dev
- Trivy · trivy.dev
- OSV · osv.dev
- Checkov · checkov.io
- Gitleaks · github.com
- OWASP ZAP · zaproxy.org
- Dependency scanning · docs.gitlab.com
- Continuous container scanning · docs.gitlab.com
- Detect · docs.gitlab.com
- Security configuration · docs.gitlab.com
- Security scanning results · docs.gitlab.com
- Static application security testing (SAST) · docs.gitlab.com
- Container scanning · docs.gitlab.com
- DefectDojo · defectdojo.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitLab documentation security scanning tiers free GitLab CI SAST dependency scanning container scanning 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitLab CI/CD security scanning with open source Semgrep Trivy Checkov GitLab Free examples OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |