Document Details
Azure Stack Edge Gpu 2312 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_tools
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates several instances of Windows bias. Windows-specific tools (e.g., sqlcmd, robocopy, Explorer), commands (PowerShell cmdlets like Get-VM, Start-VM), and troubleshooting steps (RDP, Windows services) are referenced exclusively or before Linux equivalents. Some examples and workarounds only provide Windows instructions, omitting Linux alternatives. In several cases, PowerShell and Windows-centric patterns are described without Linux parity.
Recommendations
- Provide equivalent Linux instructions and examples alongside Windows ones (e.g., show how to connect to SQL Server from Linux, use Linux file copy tools like rsync or cp).
- Include Linux shell commands for device management and troubleshooting (e.g., show how to check VM status or restart services using Linux tools).
- Mention Linux tools and patterns (e.g., SSH instead of RDP, systemctl/service commands instead of Windows services) where relevant.
- Ensure that workarounds and examples are platform-agnostic or include both Windows and Linux steps.
- Review all command-line examples and add Linux alternatives where only Windows commands are shown.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
|
| 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
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
 Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Biased
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|