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
windows_first
missing_linux_example
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a notable Windows bias: it uses a Windows VM template as the core example, provides only PowerShell deployment scripts, and omits equivalent Azure CLI or Bash deployment instructions. The page references Windows-specific tools and patterns, such as PowerShell and Windows VM templates, without offering Linux alternatives or parity in example order or tooling.
Recommendations
  • Provide parallel examples using Azure CLI and Bash for template deployment, not just PowerShell.
  • Include a Linux VM template as an alternative example, or at least mention how to adapt the instructions for Linux VMs.
  • When listing templates, alternate or balance Windows and Linux VM examples.
  • In deployment sections, show both PowerShell and Azure CLI commands side by side.
  • Clarify that the instructions apply to both Windows and Linux users, and note any OS-specific differences.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets