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 demonstrates a Windows bias by providing only PowerShell examples for creating custom roles, referencing Azure PowerShell before Azure CLI and REST API, and omitting equivalent Linux/bash examples. The use of PowerShell as the sole code sample and the lack of explicit Linux tooling or shell commands may disadvantage users on non-Windows platforms.
Recommendations
  • Add equivalent Azure CLI and/or bash examples for all PowerShell code snippets, especially for custom role creation and assignment.
  • Present Azure CLI examples before or alongside PowerShell to avoid implying Windows-first workflows.
  • Explicitly mention cross-platform tools and provide links to their documentation.
  • Include notes or sections clarifying how Linux/macOS users can perform the same tasks using CLI or REST API.
  • Review and update references to ensure parity between Windows and Linux tooling throughout the documentation.
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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