Document Details
Create Standard Workflows Hybrid Deployment
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 demonstrates a Windows bias in several areas: troubleshooting and cluster commands are shown exclusively using Windows PowerShell, with no Linux shell equivalents; instructions often reference running Visual Studio Code as administrator (a Windows concept) and opening ports in a way that assumes Windows environments; troubleshooting scripts are provided only as PowerShell (.ps1); and deployment steps and screenshots are focused on the Azure portal, which is most commonly used on Windows. There are no explicit Linux shell (bash) or cross-platform CLI examples, and Linux-specific deployment or troubleshooting patterns are missing.
Recommendations
- Provide Linux shell (bash) equivalents for all PowerShell commands, especially for kubectl, az, and helm usage.
- Offer troubleshooting scripts in bash (.sh) format alongside PowerShell (.ps1), or provide cross-platform guidance.
- Clarify instructions for running Visual Studio Code with elevated privileges on Linux and macOS (e.g., using sudo).
- Include notes or examples for opening required ports and accessing SMB shares on Linux systems.
- Add screenshots and step-by-step instructions for using the Azure CLI and kubectl from Linux/macOS terminals.
- Explicitly state cross-platform compatibility for all tools and steps, and avoid assuming a Windows environment by default.
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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| 2025-09-16 00:00 | #113 | completed |
Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-12 23:44 | #41 | cancelled |
Clean
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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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