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 demonstrates mild Windows bias by prominently featuring Windows-centric partner solutions (such as DataON AZS-6224 for Azure Stack HCI, Hitachi UCP with Microsoft AKS-HCI, Lenovo ThinkAgile MX1020/MX3520) and referencing tools and patterns commonly associated with Windows environments (e.g., Azure Data Studio, Azure Data CLI). Windows-based Kubernetes distributions (AKS-HCI, Azure Stack HCI) are mentioned before Linux-based equivalents (Red Hat OpenShift, VMware Tanzu, etc.), and some partner solutions are described with a clear Windows orientation. However, the page does include Linux-oriented solutions and tools (kubectl, OpenShift, Kublr, Wind River, etc.), and does not provide command-line examples that are exclusive to Windows or PowerShell.
Recommendations
- Ensure equal prominence and ordering of Linux-based solutions alongside Windows-based ones in partner tables and descriptions.
- Include explicit Linux command-line examples (e.g., bash, kubectl usage on Linux) where platform-specific instructions are relevant.
- Reference Linux-native tools (such as Linux package managers for azdata installation) in the prerequisites section.
- Clarify platform compatibility for all tools (e.g., Azure Data Studio, azdata) and provide installation instructions for both Windows and Linux.
- Avoid listing Windows-centric solutions (e.g., AKS-HCI, Azure Stack HCI) before Linux equivalents unless there is a technical reason.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-19 00:00 | #399 | in_progress |
 Clean
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| 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
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| 2026-01-14 00:00 | #251 | completed |
Clean
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| 2026-01-13 00:00 | #247 | completed |
Biased
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| 2026-01-11 00:00 | #241 | completed |
Biased
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| 2026-01-10 00:00 | #238 | completed |
Biased
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| 2026-01-09 00:34 | #235 | completed |
Biased
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| 2026-01-08 00:53 | #232 | completed |
Biased
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