What should I look for when evaluating application security testing tools for a small dev team that uses github actions and needs quick scan times
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should I look for when evaluating application security testing tools for a small dev team that uses github actions and needs quick scan times
1 real search · 1 real-search pass
2026 application security testing tools GitHub Actions incremental scanning SARIF SAST SCA Semgrep CodeQL Snyk docsGoogle ↗
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 GitHub Actions incremental scanning SARIF SAST SCA Semgrep CodeQL Snyk docs Google ↗
- Static Application Security Testing (SAST) · owasp.github.io
- Security Gates · owasp.github.io
- Semgrep website · semgrep.dev
- CodeQL website · codeql.github.com
- Snyk website · snyk.io
- Aikido website · aikido.dev
- SonarQube website · sonarsource.com
- DevSecOpsGuideline/current-version/2-Process/2-3-Build/2-3-1-Static-Analysis/2-3-1-1-Static-Application-Security-Testing.md at master · OWASP/DevSecOpsGuideline · github.com
- Set up Static Code Analysis (SAST) · docs.datadoghq.com
- Workflow configuration options for code scanning · docs.github.com
- SARIF support for code scanning · docs.github.com
- Uploading a SARIF file to GitHub · docs.github.com