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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a strong bias toward Windows and PowerShell usage. All command-line examples use Azure PowerShell cmdlets, and there are no equivalent Azure CLI (bash-friendly) or native Linux shell examples. The instructions and tooling references (e.g., Az PowerShell module, Connect-AzAccount, Set-AzContext, New-AzResourceGroup) are all PowerShell-centric, with no mention of Azure CLI or Linux-native workflows. Even when mentioning Bash, it is only in the context of Azure Cloud Shell, which can run PowerShell as well.
Recommendations
  • Provide equivalent Azure CLI (az) command examples for all PowerShell cmdlets shown, especially for resource group creation and subscription context.
  • Explicitly mention that users can use either PowerShell or Bash in Azure Cloud Shell, and link to both PowerShell and Azure CLI quickstarts.
  • Add installation and authentication instructions for Azure CLI for users running Linux or macOS locally.
  • Ensure that Linux and cross-platform workflows are given equal prominence, ideally presenting both PowerShell and CLI examples side-by-side or allowing the user to select their preferred shell.
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Scan History

Date Scan Status Result
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets