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
missing_linux_example
Summary
The documentation page demonstrates a clear Windows bias: it explicitly states that the procedure is for a Windows client, all command-line examples are shown in Windows PowerShell (with Windows file paths and prompts), and there are no Linux/macOS equivalents or instructions. Windows-specific tools and patterns (e.g., saving kubeconfig to C:\Users\<username>\.kube) are used throughout, while Linux users are only briefly acknowledged as possible but not supported in the examples.
Recommendations
- Add parallel Linux/macOS instructions and examples, including shell commands and typical file paths (e.g., ~/.kube/config).
- Show command outputs using bash/zsh prompt (e.g., user@host:~$) alongside PowerShell examples.
- Clarify prerequisites for Linux/macOS clients, including installation steps for kubectl and kubeconfig setup.
- Avoid using Windows-specific terminology (e.g., 'folder') exclusively; use 'directory' or mention both.
- Link to cross-platform kubectl installation guides.
- Explicitly state that the procedure applies to both Windows and Linux/macOS clients, and provide parity in troubleshooting and validation steps.
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 |
Biased
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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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