Document Details
Azure Stack Edge Gpu Virtual Machine Overview
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 a Windows bias in several ways: Windows-specific examples and tools (such as PowerShell and password reset extensions) are mentioned before or more prominently than Linux equivalents. The preparation of VM images lists Windows-focused articles first and in greater detail, while Linux-specific guidance is less visible or absent. Management and deployment instructions frequently reference PowerShell and Windows-centric workflows, with limited mention of Linux-native tools or patterns. Some management tasks (e.g., password reset) are described only for Windows/PowerShell, with no Linux alternative provided.
Recommendations
- Ensure Linux examples and workflows are presented alongside Windows ones, ideally with equal prominence and detail.
- Add Linux-specific instructions for tasks such as password reset, VM image preparation, and management, using native Linux tools (e.g., SSH, cloud-init).
- When listing deployment methods, avoid grouping PowerShell and Windows tools ahead of CLI or cross-platform solutions; alternate or parallelize their presentation.
- Include references to Linux management extensions and scripts where applicable.
- Review all linked articles to ensure Linux parity in step-by-step guides and troubleshooting sections.
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
|