Document Details
Azure Stack Edge Gpu Deploy Stateful Application Dynamic Provision Kubernetes
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_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias: all example commands and outputs are shown in Windows PowerShell, file paths use Windows conventions, and instructions explicitly reference saving files on a Windows client. There is no equivalent guidance or examples for Linux/macOS users, despite kubectl being cross-platform. Windows tools and patterns (e.g., PowerShell, C:\ paths) are used exclusively, and the article states it describes the procedure for Windows clients, relegating other OSes to a brief mention.
Recommendations
- Provide parallel examples for Linux/macOS, including bash shell commands and sample outputs.
- Use generic or cross-platform file paths in examples, or show both Windows and Linux/macOS paths.
- Clarify that kubectl commands are the same across platforms, and highlight any OS-specific considerations.
- Include instructions for saving YAML files and running commands on Linux/macOS clients.
- Avoid language that implies Windows is the default or only supported client.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Biased
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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