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 by referencing Microsoft-centric tools (Azure Data CLI, Azure Data Studio) and several partner solutions that are Windows-focused (e.g., DataON for Azure Stack HCI, Hitachi UCP with Microsoft AKS-HCI, Lenovo ThinkAgile MX). Linux-native or cross-platform alternatives are not explicitly mentioned, and Windows-oriented solutions are listed before Linux equivalents in some partner sections.
Recommendations
- Explicitly mention Linux support for Azure Data CLI and Azure Data Studio, or provide alternative Linux-native tools if available.
- Balance partner solution listings by alternating or grouping Windows and Linux-focused solutions, rather than listing Windows-first.
- Add examples or guidance for Linux users, such as how to generate and use kubeconfig files on Linux systems.
- Clarify platform compatibility for each tool and solution, especially for those that are Windows-centric.
- Include references to Linux distributions and tools (e.g., Ubuntu, CentOS, OpenShift, etc.) in prerequisites and process sections.
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
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| 2026-01-10 00:00 | #238 | completed |
Biased
|
| 2026-01-09 00:34 | #235 | completed |
Biased
|
| 2026-01-08 00:53 | #232 | completed |
Biased
|