What tools are currently recommended for conducting software bill of materials in a CI/CD pipeline
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What tools are currently recommended for conducting software bill of materials in a CI/CD pipeline
3 real searches · 1 real-search pass
2026 recommended SBOM tools CI/CD Syft Trivy cdxgen Dependency-Track Grype SPDX CycloneDXGoogle ↗
OBSERVEDComparison
official documentation Syft SBOM generation CI pipeline Trivy SBOM scan cdxgen GitHub Actions 2026Google ↗
OBSERVEDOther / navigational
OWASP Dependency-Track CI/CD SBOM ingestion policy 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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 recommended SBOM tools CI/CD Syft Trivy cdxgen Dependency-Track Grype SPDX CycloneDX Google ↗
official documentation Syft SBOM generation CI pipeline Trivy SBOM scan cdxgen GitHub Actions 2026 Google ↗
OWASP Dependency-Track CI/CD SBOM ingestion policy official documentation Google ↗
- Syft GitHub repository · github.com
- Trivy official website · trivy.dev
- cdxgen GitHub repository · github.com
- Microsoft SBOM Tool · github.com
- Grype GitHub repository · github.com
- OWASP Dependency-Track · dependencytrack.org
- Software Bill of Materials (SBOM) · owasp.github.io
- DevSecOpsGuideline/current-version/2-Process/2-3-Build/2-3-2-Software-Composition-Analysis/2-3-2-1-Software-Composition-Analysis.md at master · OWASP/DevSecOpsGuideline · github.com
- Advisory on Software Bill of Materials and Real-time Vulnerability Monitoring for Open-Source Software and Third-Party Dependencies · owasp.github.io
- SBOM LANDSCAPE ANALYSIS · enisa.europa.eu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 recommended SBOM tools CI/CD Syft Trivy cdxgen Dependency-Track Grype SPDX CycloneDX OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official documentation Syft SBOM generation CI pipeline Trivy SBOM scan cdxgen GitHub Actions 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OWASP Dependency-Track CI/CD SBOM ingestion policy official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |