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 shows a notable Windows bias, especially in the ARM template deployment section, which exclusively provides a PowerShell example and workflow. Linux/macOS users are not given an Azure CLI example for ARM template deployment, and PowerShell is presented first and in more detail throughout. While Bicep deployment includes both CLI and PowerShell options, ARM template deployment is Windows-centric, creating friction for non-Windows users.
Recommendations
  • Add Azure CLI examples for ARM template deployment, showing equivalent steps for Linux/macOS users.
  • Present CLI and PowerShell options side-by-side or in tabs for all deployment sections, not just Bicep.
  • Explicitly mention that Azure Cloud Shell supports both Bash and PowerShell, and clarify which shell is being used in each example.
  • Ensure that Linux/macOS users have clear, step-by-step instructions for all major tasks, including resource group deletion.
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Scan History

Date Scan Status Result
2026-01-23 00:00 #290 failed Biased Biased
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

Flagged Code Snippets