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
missing_linux_example
windows_tools
Summary
The documentation exclusively uses Azure PowerShell for all configuration steps, with no mention of Linux-native tools, Azure CLI, or REST API alternatives. All code examples are PowerShell-based, which is primarily a Windows-centric tool, and there are no instructions or examples for users on Linux or macOS platforms.
Recommendations
  • Add equivalent Azure CLI examples for each PowerShell command, as Azure CLI is cross-platform and widely used on Linux.
  • Include notes or sections explaining how to perform these tasks using REST API or ARM templates for automation and platform neutrality.
  • Clarify that Azure PowerShell can be used in Azure Cloud Shell, which is available on all platforms, but still provide CLI alternatives for users who prefer native Linux tools.
  • Ensure that prerequisites and instructions do not assume a Windows environment; mention any platform-specific requirements or differences.
  • Consider reordering examples so that cross-platform tools (Azure CLI, REST API) are presented before or alongside PowerShell.
GitHub Create Pull Request

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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets