Document Details
Azure Stack Edge Gpu Deploy Gpu Virtual Machine
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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
Bias Types:
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
windows_first
⚠️
missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias. PowerShell and Windows-specific tools (e.g., Remove-AzureRmVMExtension cmdlet) are referenced exclusively for extension removal, with no equivalent Linux/CLI instructions. Troubleshooting and extension installation steps highlight Windows scenarios (e.g., TLS 1.2 on Windows 2016 VHD) and link to Windows-specific guidance before Linux. Linux examples are either deferred, less detailed, or referenced only as an afterthought (e.g., Red Hat GPU extension installation). There are no explicit Linux CLI or Azure CLI examples for common management tasks.
Recommendations:
- Provide equivalent Azure CLI or Bash examples for all PowerShell commands, especially for tasks like removing VM extensions.
- Ensure troubleshooting and installation steps for Linux are as detailed and prominent as those for Windows.
- When referencing OS-specific requirements (e.g., TLS 1.2 for Windows 2016), also mention any Linux-specific prerequisites or considerations.
- Present Linux and Windows instructions in parallel or in clearly separated tabs, rather than listing Windows first or exclusively.
- Include explicit Linux/CLI guidance for common management tasks, not just portal-based workflows.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ✅ Clean |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |