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 Azure PowerShell examples for role creation and assignment, referencing PowerShell before Azure CLI and REST API, and omitting equivalent Linux/bash or cross-platform CLI examples. The use of PowerShell-centric tooling and lack of explicit Linux instructions may hinder Linux users or those preferring non-Windows environments.
Recommendations
  • Add Azure CLI examples for all PowerShell code snippets, especially for custom role creation and assignment.
  • Present Azure CLI and REST API options alongside PowerShell, or even before PowerShell, to emphasize cross-platform support.
  • Explicitly mention that Azure CLI and REST API are cross-platform and suitable for Linux/macOS users.
  • Include bash script examples where appropriate.
  • Review and update references to tools and workflows to ensure parity between Windows and Linux environments.
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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