Document Details
Devtest Lab Vmcli
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
windows_tools
powershell_heavy
Summary
The documentation page demonstrates some Windows bias: the first VM creation example is for a Windows image, and Windows-based images are described before Linux equivalents. Windows tools and patterns (e.g., Remote Desktop, PowerShell-specific syntax) are mentioned before or alongside Linux options, sometimes with more detail. PowerShell usage is explicitly called out, with special notes about escaping characters, while Bash is mentioned second. Artifact examples include both Linux and Windows, but sample output highlights a Windows artifact.
Recommendations
- Provide Linux-based VM creation examples before or alongside Windows examples to balance visibility.
- Ensure Linux connection methods (SSH) are described with equal prominence and detail as Windows (RDP).
- Include Bash examples and notes before or alongside PowerShell, not after.
- Show sample outputs for both Linux and Windows artifacts, or use neutral examples.
- Review ordering of examples and explanations to avoid consistently prioritizing Windows tools or patterns.
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
|
| 2025-07-13 21:37 | #48 | completed |
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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