We have an active ransomware scare and need an automated vulnerability scanner for our CI CD pipeline that runs in under ten minutes.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We have an active ransomware scare and need an automated vulnerability scanner for our CI CD pipeline that runs in under ten minutes.
4 real searches · 1 real-search pass
Trivy official docs CI GitHub Actions vulnerability scanning filesystem image configGoogle ↗
OBSERVED
Semgrep CI documentation scan GitHub Actions performanceGoogle ↗
OBSERVED
Gitleaks GitHub action official documentationGoogle ↗
OBSERVED
OSV Scanner official documentation CI GitHub ActionsGoogle ↗
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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
Trivy official docs CI GitHub Actions vulnerability scanning filesystem image config Google ↗
Semgrep CI documentation scan GitHub Actions performance Google ↗
Gitleaks GitHub action official documentation Google ↗
OSV Scanner official documentation CI GitHub Actions Google ↗
- Official documentation · trivy.dev
- Official website · semgrep.dev
- Official repository · github.com
- Official documentation · google.github.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Trivy official docs CI GitHub Actions vulnerability scanning filesystem image config OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Semgrep CI documentation scan GitHub Actions performance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Gitleaks GitHub action official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
OSV Scanner official documentation CI GitHub Actions OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |