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 Windows bias primarily through exclusive mention and usage of Azure PowerShell cmdlets for role management, with no equivalent Bash, CLI, or Linux-native command examples. The SDK samples are in C#, a language most commonly associated with Windows development. There is no mention of Azure CLI, Bash scripts, or Linux shell commands for managing roles, and PowerShell is referenced before any cross-platform alternatives. This may hinder Linux users or those preferring non-Windows tooling.
Recommendations
  • Add Azure CLI examples for role management alongside PowerShell cmdlets.
  • Provide Bash or shell script samples for API calls (using curl or similar) to demonstrate Linux-native workflows.
  • Include SDK samples in Python or other cross-platform languages, not just C#.
  • Explicitly state cross-platform support for all management tools and clarify any OS-specific limitations.
  • Reorder sections to present cross-platform or Linux-native tools before or alongside Windows/PowerShell 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets