We are setting up a new CI/CD pipeline and need a developer friendly SAST tool that blocks vulnerabilities before code reaches staging today
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are setting up a new CI/CD pipeline and need a developer friendly SAST tool that blocks vulnerabilities before code reaches staging today
1 real search · 1 real-search pass
2026 developer friendly SAST tools Semgrep Snyk Code GitHub CodeQL CI/CD integration pricing featuresGoogle ↗
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 developer friendly SAST tools Semgrep Snyk Code GitHub CodeQL CI/CD integration pricing features Google ↗
- 10 Best SAST Tools in 2026 (Open Source to AI-Native) · trent.ai
- 38 Best SAST Tools for 2026: Static Analysis · appsecsanta.com
- Pricing and Plans | AppSec Platform SAST, SCA, and Secrets · semgrep.dev
- Semgrep website · semgrep.dev
- Documentation · semgrep.dev
- Snyk Code · snyk.io
- Documentation · docs.snyk.io
- CodeQL · codeql.github.com
- Code scanning documentation · docs.github.com
- 8 AI SAST Tools for 2026 Tested and Compared · augmentcode.com
- Sample CI configurations · semgrep.dev
- Update Semgrep · semgrep.dev