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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. Many troubleshooting steps and examples use Azure PowerShell cmdlets (e.g., Remove-AzRoleAssignment, Get-AzRoleAssignment) with explicit PowerShell syntax and error messages. These examples are presented in detail, often before or in greater depth than Azure CLI equivalents. There is an absence of Linux-specific shell examples (e.g., bash, zsh), and no mention of Linux-native tools or scripting patterns. The troubleshooting steps and solutions implicitly assume familiarity with PowerShell and Windows tooling, which may disadvantage Linux users.
Recommendations
  • Provide equivalent Azure CLI examples for every PowerShell example, especially for troubleshooting and error handling.
  • Include Linux shell (bash/zsh) usage patterns and command examples where appropriate, such as piping and filtering results.
  • Clarify that Azure CLI is cross-platform and highlight its usage for Linux/macOS users.
  • When referencing error messages or troubleshooting steps, offer both PowerShell and CLI output formats.
  • Avoid presenting PowerShell examples before CLI examples; consider parallel presentation or tabs for each platform.
  • Mention platform-agnostic approaches (e.g., REST API, ARM templates) as alternatives to Windows-centric tools.
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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
2025-09-10 00:00 #107 completed 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

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