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
Summary
The documentation page demonstrates Windows bias by providing only PowerShell examples for custom role creation and assignment, referencing Azure PowerShell before Azure CLI and REST API, and omitting equivalent Linux/bash or cross-platform CLI examples. The use of PowerShell as the sole code sample assumes a Windows environment and may exclude Linux/macOS users or those who prefer bash scripting.
Recommendations
  • Add Azure CLI examples for all PowerShell code snippets, especially for custom role creation and assignment.
  • Explicitly mention that both PowerShell and Azure CLI are supported on Windows, Linux, and macOS, and provide links to cross-platform installation guides.
  • Present Azure CLI and REST API options alongside PowerShell, not after or as secondary tools.
  • Include bash script examples where appropriate, or clarify how Linux/macOS users can perform the same tasks.
  • Review documentation for other places where Windows-centric tools or terminology are used and ensure Linux parity.
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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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-12 00:00 #109 completed Biased Biased
2025-08-12 00:00 #78 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets