Automated vulnerability scanning for DevOps pipelines compared to basic antivirus software when my teenager is learning to code and hosting game servers
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Automated vulnerability scanning for DevOps pipelines compared to basic antivirus software when my teenager is learning to code and hosting game servers
1 real search · 1 real-search pass
beginner DevSecOps tools GitHub Dependabot CodeQL secret scanning Trivy documentation game server securityGoogle ↗
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
beginner DevSecOps tools GitHub Dependabot CodeQL secret scanning Trivy documentation game server security Google ↗
- Microsoft security · microsoft.com
- Dependabot documentation · docs.github.com
- CodeQL · codeql.github.com
- Trivy documentation · trivy.dev
- OWASP ZAP · zaproxy.org
- GitHub security features · docs.github.com
- Quickstart for securing your repository · docs.github.com
- GitHub for Beginners: Getting started with GitHub security · github.blog