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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong bias toward Windows and PowerShell usage. All command-line examples are provided exclusively in Azure PowerShell, with no Azure CLI (cross-platform) or Bash examples. The instructions for deploying, validating, and cleaning up resources rely solely on PowerShell scripts, which are more familiar to Windows users. There is no mention or example of using the Azure CLI, which is commonly used on Linux and macOS, nor are there Bash or shell script equivalents. This limits accessibility and parity for Linux and macOS users.
Recommendations
  • Provide equivalent Azure CLI examples for all PowerShell scripts, including deployment, validation, and cleanup steps.
  • Explicitly mention that Azure Cloud Shell supports both PowerShell and Bash, and show how to select the Bash environment.
  • Include Bash script snippets where appropriate, especially for steps that involve scripting or automation.
  • Reorder or parallelize instructions so that CLI/Bash and PowerShell examples are presented together, ensuring equal prominence.
  • Link directly to Azure CLI documentation and reference pages, not just PowerShell resources.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets