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 is heavily focused on Windows and PowerShell, providing only Azure PowerShell examples and referencing Windows-specific VM images and tools. There are no equivalent instructions or examples for Linux users, such as Azure CLI or Bash scripts, and the VM deployment section exclusively uses Windows Server images. This creates a clear Windows bias and limits accessibility for users on Linux or those preferring cross-platform tools.
Recommendations
  • Add equivalent Azure CLI (az) and/or Bash examples for all steps, including resource creation, networking, and VM deployment.
  • Include instructions and examples for deploying Linux-based VMs (e.g., Ubuntu, CentOS) alongside Windows Server.
  • Reference cross-platform tools and patterns (e.g., Azure Cloud Shell Bash, Azure CLI) before or alongside PowerShell.
  • Clarify which steps are platform-agnostic and which are Windows-specific, and provide guidance for Linux users where necessary.
  • Consider renaming the article or splitting it into separate Windows and Linux versions if significant differences exist.
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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
2026-01-11 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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets