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, primarily through the inclusion of Windows-centric partner solutions (e.g., Azure Stack HCI, AKS-HCI) and tools (Azure Data Studio, azdata CLI) that are most commonly used on Windows. Windows-based Kubernetes solutions are listed before Linux-based equivalents in some partner sections (e.g., Hitachi UCP with Microsoft AKS-HCI before Red Hat OpenShift). However, the page does include Linux-compatible distributions (Red Hat OpenShift, Kublr, VMware, Wind River) and does not provide command-line examples that are exclusive to Windows or PowerShell.
Recommendations
- Explicitly mention Linux compatibility for all listed tools (e.g., azdata CLI, Azure Data Studio) and provide installation links for both Windows and Linux.
- Ensure partner solutions are grouped or ordered in a way that does not prioritize Windows-based solutions over Linux-based ones.
- Add example workflows or validation steps using Linux-native tools and environments (e.g., bash, Linux package managers) alongside any Windows-specific instructions.
- Clarify platform support in the prerequisites section, including how to generate and use Kubernetes config files on both Windows and Linux.
- If possible, add references to Linux-specific distributions or community Kubernetes solutions to further balance the partner list.
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
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| 2026-01-09 00:34 | #235 | completed |
Biased
|
| 2026-01-08 00:53 | #232 | completed |
Biased
|