How do I fix Docker container security scanning warnings about deprecated Python libraries in my CI/CD pipeline using GitHub Actions?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I fix Docker container security scanning warnings about deprecated Python libraries in my CI/CD pipeline using GitHub Actions?
1 real search · 1 real-search pass
official GitHub Actions documentation workflow syntax security hardening pin actions SHA; Trivy GitHub Actions vulnerability scanning Python dependencies Docker image; pip-audit documentation usageGoogle ↗
OBSERVEDInstruction
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
official GitHub Actions documentation workflow syntax security hardening pin actions SHA; Trivy GitHub Actions vulnerability scanning Python dependencies Docker image; pip-audit documentation usage Google ↗
- Secure use reference · docs.github.com
- GitHub Actions policy now supports blocking and SHA pinning actions · github.blog
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
official GitHub Actions documentation workflow syntax security hardening pin actions SHA; Trivy GitHub Actions vulnerability scanning Python dependencies Docker image; pip-audit documentation usage OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |