What are the best practices for mitigating software supply chain risks when your dev team relies heavily on public npm and pip repositories?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices for mitigating software supply chain risks when your dev team relies heavily on public npm and pip repositories?
4 real searches · 1 real-search pass
NIST Secure Software Development Framework SSDF SP 800-218 dependency management software supply chain officialGoogle ↗
OBSERVEDInstruction
SLSA provenance levels official documentation build provenance supply chainGoogle ↗
OBSERVEDReason
npm security best practices package lockfile trusted publishing provenance official docsGoogle ↗
OBSERVEDOther / navigational
pip secure installs hash checking mode requirements files official documentationGoogle ↗
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 (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 dependency management software supply chain official Google ↗
SLSA provenance levels official documentation build provenance supply chain Google ↗
npm security best practices package lockfile trusted publishing provenance official docs Google ↗
pip secure installs hash checking mode requirements files official documentation Google ↗
- Secure installs · pip.pypa.io
- pip/docs/html/topics/secure-installs.md at main · pypa/pip · github.com
- Documentation · github.com
- Website · snyk.io
- Documentation · google.github.io
- Website · socket.dev
- Documentation · docs.renovatebot.com
- Security Best Practices · nodejs.org
- NPM Security · cheatsheetseries.owasp.org
- slsa/spec/build-provenance.md at main · slsa-framework/slsa · github.com
- Trusted publishing for npm packages · docs.npmjs.com
- Securing your code · docs.npmjs.com
- SP 800-218, Secure Software Development Framework (SSDF) Version 1.1: Recommendations for Mitigating the Risk of Software Vulnerabilities · csrc.nist.gov
- Secure Software Development Framework · csrc.nist.gov
- SLSA framework · slsa.dev
- OWASP SCVS · owasp.org
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 dependency management software supply chain official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
SLSA provenance levels official documentation build provenance supply chain OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
npm security best practices package lockfile trusted publishing provenance official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
pip secure installs hash checking mode requirements files official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |