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 exclusively uses Azure PowerShell cmdlets and PowerShell syntax for all examples and instructions, with no mention of Bash, Azure CLI, or Linux/macOS-specific workflows. The prerequisites and setup steps assume PowerShell usage, and there are no alternative examples for Linux users who may prefer Bash or Azure CLI. This creates friction for non-Windows users and may hinder their ability to follow the guide without additional research.
Recommendations
  • Add equivalent Azure CLI (az) examples for all PowerShell cmdlets shown.
  • Include instructions for running the steps in Bash within Azure Cloud Shell, which supports both Bash and PowerShell.
  • Explicitly mention that Azure Cloud Shell is available for both Bash and PowerShell, and provide links to Azure CLI documentation.
  • Where possible, provide cross-platform notes or tables showing both PowerShell and CLI commands side by side.
  • Clarify any OS-specific requirements or differences in authentication and environment setup.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets