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How can I configure automated vulnerability scanning within our GitLab CI pipeline using Trivy without adding more than ten seconds to the build time?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How can I configure automated vulnerability scanning within our GitLab CI pipeline using Trivy without adding more than ten seconds to the build time?
1 real search · 1 real-search pass
official Trivy documentation GitLab CI cache vulnerability database image scanning GitLab CI pipelineGoogle ↗
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Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

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Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

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ChatGPT1 real searches · gpt-6
official Trivy documentation GitLab CI cache vulnerability database image scanning GitLab CI pipeline Google ↗

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official Trivy documentation GitLab CI cache vulnerability database image scanning GitLab CI pipeline
OBSERVED
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