Looking for the most reliable ways for a junior DevOps engineer to start mitigating supply chain software risks without breaking our current CI/CD pipeline.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the most reliable ways for a junior DevOps engineer to start mitigating supply chain software risks without breaking our current CI/CD pipeline.
4 real searches · 1 real-search pass
NIST Secure Software Development Framework SSDF SP 800-218 official practices supply chain CI/CDGoogle ↗
OBSERVEDInstruction
SLSA official build levels provenance requirements GitHub Actions supply chain securityGoogle ↗
OBSERVEDReason
OpenSSF Scorecard official documentation dependency pinning CI security checksGoogle ↗
OBSERVEDReason
CISA SBOM guidance software bill of materials officialGoogle ↗
OBSERVEDDefinition
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
NIST Secure Software Development Framework SSDF SP 800-218 official practices supply chain CI/CD Google ↗
SLSA official build levels provenance requirements GitHub Actions supply chain security Google ↗
OpenSSF Scorecard official documentation dependency pinning CI security checks Google ↗
CISA SBOM guidance software bill of materials official Google ↗
- slsa/spec/build-track-basics.md at main · slsa-framework/slsa · github.com
- Artifact Signing and Provenance · owasp.github.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NIST Secure Software Development Framework SSDF SP 800-218 official practices supply chain CI/CD OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
SLSA official build levels provenance requirements GitHub Actions supply chain security OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
OpenSSF Scorecard official documentation dependency pinning CI security checks OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CISA SBOM guidance software bill of materials official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |