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 a Windows bias by providing only PowerShell examples for custom role creation and assignment, without offering equivalent Azure CLI (cross-platform) or Bash examples. References to tools and links mention PowerShell before Azure CLI, and the only code sample is in PowerShell, which is primarily a Windows-centric tool. There are no Linux/Bash or cross-platform CLI examples, which may disadvantage users on non-Windows systems.
Recommendations
  • Provide equivalent Azure CLI examples for all PowerShell code samples, especially for custom role creation and assignment.
  • When listing tools (Azure portal, PowerShell, Azure CLI, REST API), alternate the order or list Azure CLI before PowerShell to avoid 'windows_first' bias.
  • Explicitly mention that all operations can be performed using Azure CLI and provide links to relevant CLI documentation.
  • Include Bash or shell script examples where appropriate to ensure Linux parity.
  • Add a note clarifying that PowerShell Core is cross-platform, but still provide CLI/Bash alternatives for users who prefer them.
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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