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
windows_first
powershell_heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for all deployment and resource management tasks. However, PowerShell examples are given equal prominence to CLI, and the PowerShell examples use Windows-specific cmdlets (New-AzResourceGroupDeployment, Get-AzResource, Remove-AzResourceGroup) without noting that PowerShell on Linux/macOS may require additional setup. The CLI examples are cross-platform, but PowerShell is a Windows-centric tool and is presented as a primary option throughout, which may create friction for Linux/macOS users.
Recommendations
  • Clearly indicate that Azure CLI is cross-platform and preferred for Linux/macOS users.
  • Add a note clarifying that Azure PowerShell is available on Linux/macOS, but may require installation and configuration.
  • Consider listing CLI examples first to emphasize cross-platform compatibility.
  • Provide links or instructions for installing Azure PowerShell on Linux/macOS if PowerShell usage is recommended.
  • Explicitly state that all tasks can be completed using Azure CLI, which is natively supported on Linux/macOS.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets