What open source or affordable commercial application security testing tools should we evaluate for our CI CD pipeline to catch vulnerabilities early?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What open source or affordable commercial application security testing tools should we evaluate for our CI CD pipeline to catch vulnerabilities early?
2 real searches · 1 real-search pass
2026 application security testing tools SAST SCA DAST secrets IaC open source Semgrep ZAP Trivy Gitleaks DefectDojo pricingGoogle ↗
OBSERVEDOther / navigational
official documentation GitHub Advanced Security CodeQL pricing GitLab application security testing Semgrep plans Snyk pricing 2026Google ↗
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 (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 SAST SCA DAST secrets IaC open source Semgrep ZAP Trivy Gitleaks DefectDojo pricing Google ↗
official documentation GitHub Advanced Security CodeQL pricing GitLab application security testing Semgrep plans Snyk pricing 2026 Google ↗
- semgrep.dev · semgrep.dev
- Pricing and Plans | AppSec Platform SAST, SCA, and Secrets · semgrep.dev
- 64 Open Source AppSec Tools: Complete 2026 Guide · appsecsanta.com
- Open Source Vulnerability Scanners: 13 Free Tools Compared (2026) · nurbak.com
- codeql.github.com · codeql.github.com
- Application Security Testing · testcritic.com
- sonarsource.com · sonarsource.com
- snyk.io · snyk.io
- Snyk Plans and Pricing | Try for Free or from $25/month | Get a Custom Quote · snyk.io
- Static application security testing (SAST) · docs.gitlab.com
- Pricing · about.gitlab.com
- Best Application Security Platforms (2026): SAST, DAST, SCA · toolradar.com
- owasp.org/www-project-dependency-check · owasp.org
- trivy.dev · trivy.dev
- Gitleaks · github.com
- TruffleHog · github.com
- GitGuardian · gitguardian.com
- Checkov · checkov.io
- Prisma Cloud · paloaltonetworks.com
- zaproxy.org · zaproxy.org
- ZAP · zaproxy.org
- ZAP · zaproxy.org
- portswigger.net/burp · portswigger.net
- invicti.com · invicti.com
- defectdojo.com · defectdojo.com
- OWASP DevSecOps Guideline · owasp.org
- DevSecOpsGuideline/current-version/0-Intro/0-1-Intro.md at master · OWASP/DevSecOpsGuideline · github.com
- DevSecOpsGuideline/current-version/2-Process/2-4-Test/2-4-2-Dynamic-Application-Security-Testing.md at master · OWASP/DevSecOpsGuideline · github.com
- ZAP – ZAP · zaproxy.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 application security testing tools SAST SCA DAST secrets IaC open source Semgrep ZAP Trivy Gitleaks DefectDojo pricing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official documentation GitHub Advanced Security CodeQL pricing GitLab application security testing Semgrep plans Snyk pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |