Looking for urgent recommendations on the best application security testing tools that can run inside our CI/CD pipelines without slowing down developer deployments today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for urgent recommendations on the best application security testing tools that can run inside our CI/CD pipelines without slowing down developer deployments today.
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
2026 application security testing tools CI/CD performance incremental scanning SAST SCA DAST vendor documentation Google ↗
application security testing tools CI/CD pipeline SAST SCA DAST 2026 developer workflow official documentation Google ↗
- Sample CI configurations · semgrep.dev
- semgrep/README.md at develop · semgrep/semgrep · github.com
- Official website · semgrep.dev
- GitHub - snyk/cli: Snyk CLI scans and monitors your projects for security vulnerabilities. · github.com
- Overview · docs.snyk.io
- Failing of builds in Snyk CLI · docs.snyk.io
- Official website · snyk.io
- Documentation · docs.snyk.io
- About setup types for code scanning · docs.github.com
- Using incremental analysis with the CodeQL CLI · docs.github.com
- Official website · github.com
- Documentation · docs.github.com
- Best 9 SAST Tools For Development Teams (2026) · expertinsights.com
- Best 10 DevSecOps Tools for Development Teams (2026) · expertinsights.com
- Official website · checkmarx.com
- GitLab Advanced SAST · docs.gitlab.com
- Dynamic application security testing · docs.gitlab.com
- Dependency scanning · docs.gitlab.com
- Official website · about.gitlab.com
- Documentation · docs.gitlab.com
- Dynamic Application Security Testing (DAST) · owasp.github.io
- Official website · zaproxy.org
- Automation documentation · zaproxy.org
- OWASP DevSecOps Guideline · owasp.org
- DevSecOpsGuideline/current-version/0-Intro/0-2-Overview.md at master · OWASP/DevSecOpsGuideline · github.com
- Microsoft cloud security benchmark - DevOps Security · learn.microsoft.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 application security testing tools CI/CD performance incremental scanning SAST SCA DAST vendor documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
application security testing tools CI/CD pipeline SAST SCA DAST 2026 developer workflow official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |