Document Details
Deployment Models
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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias in several ways: PowerShell is the only command-line example shown, with no Azure CLI or Bash equivalents. The narrative and examples focus on Windows-centric tools and patterns (e.g., remote desktop, remote PowerShell), and Windows-based VM scenarios are mentioned before Linux-based ones. References to Linux (such as SSH for Linux VMs) are minimal and secondary. Migration and deployment guidance links prioritize PowerShell over CLI, and the 'Next steps' section points to PowerShell-specific instructions.
Recommendations
- Provide Azure CLI and Bash examples alongside PowerShell commands for all resource management tasks.
- Mention Linux-based VM scenarios and SSH access patterns equally and before or alongside Windows/PowerShell examples.
- Ensure migration and deployment guidance includes both PowerShell and CLI/Bash options, with parallel documentation links.
- Balance references to Windows and Linux tools (e.g., remote desktop vs. SSH) when discussing VM connectivity.
- In tables and diagrams, use neutral or mixed examples (not just 'Run a Windows VM on Azure') and highlight both Windows and Linux VM architectures.
- Update 'Next steps' to include links for both PowerShell and CLI/Bash deployment guides.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|
| 2025-07-12 00:58 | #8 | cancelled |
 Clean
|
| 2025-07-10 05:06 | #7 | processing |
Clean
|
Flagged Code Snippets
Get-AzResource -ResourceGroupName ExampleGroup -ResourceType Microsoft.ClassicCompute/virtualMachines
Get-AzVM -ResourceGroupName ExampleGroup
Name : ExampleClassicVM
ResourceId : /subscriptions/{guid}/resourceGroups/ExampleGroup/providers/Microsoft.ClassicCompute/virtualMachines/ExampleClassicVM
ResourceName : ExampleClassicVM
ResourceType : Microsoft.ClassicCompute/virtualMachines
ResourceGroupName : ExampleGroup
Location : westus
SubscriptionId : {guid}