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_tools
missing_linux_example
windows_first
Summary
The documentation page exclusively uses PowerShell commands and examples, which are most commonly associated with Windows environments. There is no mention of Linux-specific tools, shell commands, or Azure CLI equivalents, and all instructions and code samples are presented in PowerShell syntax. This creates a bias towards Windows users and may hinder Linux users from following the documentation effectively.
Recommendations
  • Provide equivalent Azure CLI commands for all resource management steps, as Azure CLI is cross-platform and widely used on Linux.
  • Include instructions and examples for installing and using the Azure CLI on Linux and macOS.
  • Explicitly mention that PowerShell Core is available on Linux and macOS, if PowerShell usage is required, and provide installation instructions.
  • Present both PowerShell and CLI examples side-by-side, or offer a toggle for users to select their preferred shell/environment.
  • Review links and referenced documentation to ensure Linux parity, such as linking to Linux-specific resource group management guides.
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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 Clean Clean

Flagged Code Snippets