Which CI/CD platforms currently provide the best native security scanning features out of the box without requiring expensive third-party integrations?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which CI/CD platforms currently provide the best native security scanning features out of the box without requiring expensive third-party integrations?
4 real searches · 1 real-search pass
2026 CI/CD platforms native security scanning GitLab GitHub Azure DevOps official documentation SAST secret detection dependency scanning pricingGoogle ↗
OBSERVEDComparison
GitLab security scanning features tiers SAST secret detection dependency scanning container scanning official pricing 2026Google ↗
OBSERVEDOther / navigational
GitHub code security secret protection pricing code scanning dependency review official docs 2026Google ↗
OBSERVEDOther / navigational
Azure DevOps Advanced Security pricing features dependency scanning secret scanning code scanning official 2026Google ↗
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 (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
2026 CI/CD platforms native security scanning GitLab GitHub Azure DevOps official documentation SAST secret detection dependency scanning pricing Google ↗
GitLab security scanning features tiers SAST secret detection dependency scanning container scanning official pricing 2026 Google ↗
GitHub code security secret protection pricing code scanning dependency review official docs 2026 Google ↗
Azure DevOps Advanced Security pricing features dependency scanning secret scanning code scanning official 2026 Google ↗
- Pricing · about.gitlab.com
- Static application security testing (SAST) · docs.gitlab.com
- Dependency scanning · docs.gitlab.com
- Detect · docs.gitlab.com
- GitLab Application Security · docs.gitlab.com
- About GitHub Advanced Security · docs.github.com
- Evolving GitHub Advanced Security: Greater flexibility, easier to access · github.com
- Enabling secret scanning for your repository · docs.github.com
- Dependency Review · Actions · GitHub Marketplace · github.com
- GitHub Code Security · docs.github.com
- Secure your workflow with Bitbucket · atlassian.com
- Keeping your code secure in the cloud · atlassian.com
- One-click security scanning and org-wide alert triage come to Advanced Security · devblogs.microsoft.com
- Set up code scanning for GitHub Advanced Security for Azure DevOps - Azure Repos · learn.microsoft.com
- Azure DevOps Services Pricing · azure.microsoft.com
- Your security is our priority · circleci.com
- CI/CD Support Matrix · help.accuknox.com
- Configure agentless code scanning (Preview) - Microsoft Defender for Cloud · learn.microsoft.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 CI/CD platforms native security scanning GitLab GitHub Azure DevOps official documentation SAST secret detection dependency scanning pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
GitLab security scanning features tiers SAST secret detection dependency scanning container scanning official pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub code security secret protection pricing code scanning dependency review official docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Azure DevOps Advanced Security pricing features dependency scanning secret scanning code scanning official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |