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 exclusively uses PowerShell commands and examples, which are primarily associated with Windows environments. There are no examples or instructions for using Azure CLI, Bash, or other Linux-native tools. The installation and management steps are all presented with PowerShell syntax, and references to resource group management also link to PowerShell-specific documentation. This creates a strong Windows bias and may hinder users working on Linux or macOS platforms.
Recommendations
  • Provide equivalent Azure CLI and Bash examples for all resource creation and management tasks.
  • Include installation instructions for the Azure CLI and relevant modules on Linux and macOS.
  • Reference cross-platform documentation for resource group and tag management, not just PowerShell guides.
  • Clearly indicate which commands are cross-platform and which are Windows-specific.
  • Consider restructuring the documentation so that CLI and PowerShell examples are presented side-by-side or with clear headings for each platform.
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
2026-01-12 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 Clean Clean

Flagged Code Snippets