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 bias towards Windows and PowerShell environments. All command-line examples use Azure PowerShell, with no Azure CLI or Bash examples provided. This excludes native Linux shell usage and may hinder Linux/Mac users. The instructions and scripts assume familiarity with PowerShell, which is traditionally a Windows tool, despite its cross-platform availability. There is no mention or prioritization of Linux-specific workflows or tools.
Recommendations
  • Add equivalent Azure CLI examples for all deployment, validation, and cleanup steps, as Azure CLI is natively available on Linux and Mac.
  • Include Bash shell script samples alongside PowerShell, or clarify cross-platform compatibility of Cloud Shell.
  • Explicitly mention that Cloud Shell supports both Bash and PowerShell, and provide guidance for Linux users.
  • Reorder or balance examples so that Azure CLI/Bash instructions are presented before or alongside PowerShell, to avoid Windows-first perception.
  • Reference documentation for using ARM templates with Azure CLI and Bash, not just PowerShell.
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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