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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation page demonstrates a strong bias toward Windows and PowerShell usage. All command-line examples use Azure PowerShell cmdlets, with no equivalent Azure CLI (bash) or native Linux shell examples provided. The instructions assume the user is running PowerShell locally or in Cloud Shell, and reference Windows-centric tools and patterns (e.g., Connect-AzAccount, Set-AzContext, New-AzResourceGroup) without mentioning or prioritizing cross-platform alternatives. There is a brief mention of using Bash in Azure Cloud Shell, but all detailed steps and code samples are PowerShell-specific.
Recommendations:
  • Provide equivalent Azure CLI (az) command examples alongside PowerShell cmdlets for all resource management steps.
  • Explicitly mention that Azure CLI can be used from Bash in Cloud Shell and on Linux/macOS systems.
  • Reorder instructions or provide parallel sections so that Linux/Bash/Azure CLI usage is not secondary to PowerShell.
  • Reference both PowerShell and CLI documentation links where appropriate.
  • Clarify that both PowerShell and CLI are cross-platform, and help users choose the tool that best fits their environment.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased

Flagged Code Snippets