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
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for every query, but PowerShell is always given equal prominence, and in some cases, the PowerShell tab appears before the Portal tab. There are no Linux-specific shell examples (e.g., Bash, zsh), nor are there any references to Linux-native tools or scripting patterns. The documentation assumes parity between Azure CLI and PowerShell, but PowerShell is a Windows-centric tool, and its inclusion may signal a Windows bias, especially in environments where Linux is more common.
Recommendations
  • Add explicit Bash/zsh shell examples for each query, showing usage in Linux environments.
  • Clarify that Azure CLI is cross-platform and highlight its use on Linux/macOS.
  • Consider reordering tabs so that Azure CLI (the cross-platform tool) appears before PowerShell.
  • Add notes or sections about running these queries in Linux containers or cloud shells.
  • If PowerShell is included, also mention PowerShell Core and its cross-platform availability, but avoid implying it is the default for all users.
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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
2026-01-11 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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets