Sad Tux - Windows bias detected
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 by exclusively providing PowerShell commands for VM creation, referencing Windows-specific username/password requirements, and naming the resource group 'SimpleWinVmResourceGroup'. There are no examples or instructions for Linux users (e.g., Bash in Cloud Shell, Azure CLI commands for Linux VMs), and Windows tools and patterns are presented first and exclusively.
Recommendations
  • Add parallel instructions and examples for creating a Linux VM, including Azure CLI and Bash commands.
  • Rename resource groups and VM names to be OS-neutral (e.g., 'SimpleVmResourceGroup').
  • Include links to both Windows and Linux VM username/password requirements.
  • Show how to use Bash in Cloud Shell and provide equivalent commands for Linux users.
  • Present both PowerShell and CLI/Bash options side-by-side, or clearly indicate OS-specific sections.
  • Explicitly mention that the dashboard can visualize both Windows and Linux VM performance.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets