What are the best practices for setting up automated vulnerability scanning in GitLab without slowing down our developers who have a major release scheduled for tonight?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices for setting up automated vulnerability scanning in GitLab without slowing down our developers who have a major release scheduled for tonight?
1 real search · 1 real-search pass
GitLab documentation security scanning CI/CD SAST dependency scanning container scanning DAST pipeline performance allow_failure rules 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 (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
GitLab documentation security scanning CI/CD SAST dependency scanning container scanning DAST pipeline performance allow_failure rules 2026 Google ↗
- Detect · docs.gitlab.com
- Security configuration · docs.gitlab.com
- Scan execution policies · docs.gitlab.com
- Policies · docs.gitlab.com