Document Details
Validation Program
This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Detected Bias Types
windows_tools
windows_first
Summary
The documentation page shows mild Windows bias. Several partner solutions are Windows-centric (e.g., DataON AZS-6224 for Azure Stack HCI, Hitachi UCP with Microsoft AKS-HCI, Lenovo ThinkAgile MX1020/MX3520), and the prerequisites list Azure Data Studio (primarily a Windows application) and Azure Data CLI, but does not mention Linux-native alternatives or provide explicit parity guidance. The ordering of partner solutions also places Windows-focused vendors before Linux-centric ones (e.g., Red Hat/OpenShift, Wind River). However, the validation process itself is Kubernetes-based and thus cross-platform, and Linux solutions (Red Hat, Wind River, Kublr) are included.
Recommendations
- Explicitly mention Linux/macOS support for Azure Data Studio and Azure Data CLI, including installation instructions or links for those platforms.
- Add examples or notes for Linux users in the prerequisites section (e.g., how to generate and use kubeconfig files on Linux).
- Balance the ordering of partner solutions so Linux-focused vendors are not consistently listed after Windows-centric ones.
- Highlight any platform-specific considerations for the validation process, especially where tools or workflows differ.
- If any steps require Windows-only tools, provide Linux/macOS alternatives or workarounds.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-18 00:00 | #395 | in_progress |
 Clean
|
| 2026-02-17 00:00 | #391 | in_progress |
Clean
|
| 2026-02-16 00:00 | #387 | in_progress |
Clean
|
| 2026-02-15 00:00 | #383 | in_progress |
Clean
|
| 2026-02-14 00:00 | #379 | in_progress |
Clean
|
| 2026-02-13 00:00 | #375 | in_progress |
Clean
|
| 2026-02-12 00:00 | #371 | in_progress |
Clean
|
| 2026-02-11 00:00 | #367 | in_progress |
Clean
|
| 2026-02-10 00:00 | #363 | completed |
Clean
|
| 2026-02-09 00:00 | #359 | completed |
Clean
|
| 2026-02-08 00:00 | #355 | completed |
Clean
|
| 2026-01-14 00:00 | #251 | completed |
Clean
|
| 2026-01-13 00:00 | #247 | completed |
Biased
|
| 2026-01-11 00:00 | #241 | completed |
Biased
|
| 2026-01-10 00:00 | #238 | completed |
Biased
|
| 2026-01-09 00:34 | #235 | completed |
Biased
|
| 2026-01-08 00:53 | #232 | completed |
Biased
|