Document Details
Azure Stack Edge Gpu 2111 Release Notes
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 exhibits several signs of Windows bias. Windows-specific tools (e.g., robocopy, Explorer), commands (PowerShell, Get-Process, Restart-Service), and workflows (RDP, Windows VM Guest Agent) are mentioned exclusively or before Linux equivalents. Examples for mounting NFS shares use Windows paths and syntax, while Linux alternatives are missing or underrepresented. Workarounds and troubleshooting steps for VM extensions and GPU VM lifecycle management focus on Windows environments, with little to no guidance for Linux users.
Recommendations
- Provide equivalent Linux commands and examples (e.g., using SSH, systemctl, ps, kill for process management).
- Include Linux-based tools for file operations (e.g., cp, rsync) alongside Windows tools like robocopy and Explorer.
- Add Linux-specific instructions for mounting NFS shares, such as using the mount command with appropriate options.
- Ensure troubleshooting steps and workarounds cover both Windows and Linux VM scenarios.
- Balance the order of presentation so that Linux and Windows instructions/examples are given equal prominence.
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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