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
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. Several examples and workarounds reference Windows-specific tools (e.g., robocopy, Explorer, sqlcmd, PowerShell cmdlets, RDP), and some instructions are given only for Windows environments. In some cases, Windows commands are presented without Linux equivalents, and Windows-centric troubleshooting steps are described before or instead of Linux alternatives. However, there are also Linux-relevant details (e.g., Ubuntu updates, NFS client errors, AzCopy usage), and some Linux guidance is present, mitigating the overall impact.
Recommendations
- Provide Linux/macOS equivalents for all command-line examples (e.g., show both Windows and Linux mount commands for NFS shares).
- Include troubleshooting steps for Linux VMs alongside Windows VM instructions, especially for custom script extension issues.
- Mention cross-platform tools (e.g., rsync for file copying) in addition to Windows-only tools like robocopy and Explorer.
- Ensure that PowerShell and Windows cmdlet instructions are paired with Bash or Linux shell alternatives where relevant.
- Clarify when instructions are Windows-specific and offer Linux/macOS alternatives in parallel.
- Add explicit Linux examples for connecting to SQL Server (e.g., using sqlcmd on Linux or Azure Data Studio).
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
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 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
|
| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|