We need application security testing tools that catch OWASP Top 10 vulnerabilities in real time during CI CD pipelines starting today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need application security testing tools that catch OWASP Top 10 vulnerabilities in real time during CI CD pipelines starting today.
1 real search · 1 real-search pass
2026 application security testing tools CI/CD SAST DAST SCA OWASP Top 10 GitHub Actions GitLab Jenkins vendor documentationGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 application security testing tools CI/CD SAST DAST SCA OWASP Top 10 GitHub Actions GitLab Jenkins vendor documentation Google ↗
- Semgrep · semgrep.dev
- Snyk · snyk.io
- CodeQL · codeql.github.com
- OWASP ZAP · zaproxy.org
- Checkmarx · checkmarx.com
- Trivy · trivy.dev
- Top 10 Application Security Testing Tools (2026 Edition) · ox.security
- 11 DevSecOps Tools and the Top Use Cases in 2026 · wiz.io
- Dynamic Application Security Testing (DAST) · owasp.github.io
- Static Application Security Testing (SAST) · owasp.github.io
- OWASP DevSecOps implementation guidelines · owasp.github.io
- GitHub code security documentation · docs.github.com
- GitLab application security documentation · docs.gitlab.com
- ZAP Docker automation · zaproxy.org
- Static application security testing (SAST) · docs.gitlab.com
- Dynamic application security testing · docs.gitlab.com
- CI/CD integration · docs.fluidattacks.com