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:
⚠️ windows_first
⚠️ missing_linux_example
⚠️ windows_tools
⚠️ powershell_heavy
Summary:
The documentation demonstrates a Windows bias by focusing on Windows Server VMs as deployment targets, referencing RDP (a Windows-specific protocol), and providing PowerShell examples for deployment and cleanup. There are no Linux VM examples, nor are SSH or Linux-specific instructions mentioned. The only remote access scenario described is for Windows, and the cleanup step uses only PowerShell.
Recommendations:
  • Include Linux VM deployment examples in the Bicep template and documentation.
  • Mention and provide instructions for connecting to Linux VMs using SSH, alongside the RDP/Windows example.
  • Provide Azure CLI commands for all steps, including resource cleanup, not just PowerShell.
  • Use neutral language when describing remote access (e.g., 'remote desktop or SSH') and avoid assuming Windows as the default.
  • Reference both Windows and Linux tools and patterns equally, or in parallel sections/tabs.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean

Flagged Code Snippets

New-AzResourceGroup -Name exampleRG -Location eastus New-AzResourceGroupDeployment -ResourceGroupName exampleRG -TemplateFile ./main.bicep -adminUsername "<admin-username>"