Document Details
Backend Pool Management
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
powershell_heavy
windows_first
windows_tools
Summary
The documentation demonstrates a Windows bias by presenting PowerShell examples first and in greater detail, using Windows-centric tools and patterns (e.g., New-AzVMConfig with Windows image), and referencing Windows-specific VM images in PowerShell examples. Linux parity is only partially addressed in the CLI section, and the PowerShell section lacks Linux VM creation examples.
Recommendations
- Provide both Windows and Linux VM creation examples in PowerShell, not just Windows.
- Alternate the order of PowerShell and CLI sections or present them in parallel to avoid 'windows_first' bias.
- Explicitly mention cross-platform compatibility of Azure PowerShell and show Linux image usage in PowerShell examples (e.g., Set-AzVMOperatingSystem -Linux).
- Ensure that CLI examples are as detailed as PowerShell ones, including retrieval and update operations.
- Add a note clarifying that both PowerShell and CLI are cross-platform and can be used on Windows, Linux, and macOS.
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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| 2025-09-11 00:00 | #108 | completed |
Clean
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| 2025-08-11 00:00 | #77 | completed |
Clean
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| 2025-08-10 00:00 | #76 | completed |
Clean
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| 2025-08-09 00:00 | #75 | completed |
Clean
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| 2025-08-08 00:00 | #74 | completed |
Clean
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| 2025-08-07 00:00 | #73 | completed |
Clean
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| 2025-08-06 00:00 | #72 | completed |
Clean
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| 2025-08-05 00:00 | #71 | completed |
Clean
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| 2025-08-03 00:00 | #69 | completed |
Clean
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| 2025-08-01 00:00 | #67 | completed |
Clean
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| 2025-07-31 00:00 | #66 | completed |
Clean
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| 2025-07-30 00:00 | #65 | completed |
Clean
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| 2025-07-29 00:01 | #64 | completed |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Biased
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Clean
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