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
windows_tools
Summary
The documentation page demonstrates a mild Windows bias. PowerShell examples are given equal prominence to Azure CLI, but PowerShell is a Windows-centric tool. In both 'Delete resource group' and 'Delete resource' sections, PowerShell examples are listed first, which may implicitly prioritize Windows users. There are no explicit Linux shell (bash) examples, nor are Linux-specific tools or patterns mentioned. The Python examples are cross-platform, but no attention is given to Linux-specific command-line usage or considerations.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or list Azure CLI first to reflect its cross-platform nature.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide bash-specific usage notes if relevant.
  • Add bash script examples for common deletion tasks to improve Linux parity.
  • Clarify that PowerShell is available on Linux, but Azure CLI is the default/preferred tool for Linux users.
  • Review screenshots and instructions in the Portal section to ensure they are not Windows-specific (e.g., file paths, UI elements).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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

Flagged Code Snippets