Which application security testing tools currently offer the best balance of static and dynamic analysis for a DevOps team that deploys code changes multiple times a day?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which application security testing tools currently offer the best balance of static and dynamic analysis for a DevOps team that deploys code changes multiple times a day?
1 real search · 1 real-search pass
2026 application security testing tools SAST DAST CI/CD GitHub Actions GitLab comparison Checkmarx Snyk Veracode Semgrep Invicti StackHawk Contrast SecurityGoogle ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
2026 application security testing tools SAST DAST CI/CD GitHub Actions GitLab comparison Checkmarx Snyk Veracode Semgrep Invicti StackHawk Contrast Security Google ↗
- Best 11 Application Security Testing Solutions for Business (2026) · expertinsights.com
- Best 10 DevSecOps Tools for Development Teams (2026) · expertinsights.com
- Dynamic Application Security Testing (DAST) · owasp.github.io
- Checkmarx One GitHub Actions · docs.checkmarx.com
- Dynamic application security testing · docs.gitlab.com
- Interactive Application Security Testing (IAST) · owasp.github.io
- Semgrep website · semgrep.dev
- StackHawk website · stackhawk.com
- OWASP ZAP website · zaproxy.org
- Application security orchestration with GitHub Advanced Security · github.blog