How can our lean engineering team implement continuous vulnerability scanning in our CI/CD pipelines without breaking our current build times or our software budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can our lean engineering team implement continuous vulnerability scanning in our CI/CD pipelines without breaking our current build times or our software budget?
1 real search · 1 real-search pass
official documentation Semgrep CI pull request scanning performance caching Trivy filesystem image scan GitHub Actions cache Gitleaks CIGoogle ↗
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
official documentation Semgrep CI pull request scanning performance caching Trivy filesystem image scan GitHub Actions cache Gitleaks CI Google ↗
- Website and documentation · semgrep.dev
- Documentation · trivy.dev
- Documentation · owasp.org
- GitHub repository · github.com
- Sample CI configurations · semgrep.dev
- Using incremental analysis with the CodeQL CLI · docs.github.com
- Dependency caching reference · docs.github.com
- Filesystem · trivy.dev
- Set up reusable GitHub workflows for Semgrep scans · semgrep.dev