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
missing_linux_example
Summary
The documentation exclusively deploys Windows Server virtual machines in the example environment, with no mention of Linux VM options. All VM references are to Windows, and the admin credential instructions assume a Windows context. While deployment and management commands are cross-platform (Azure CLI and PowerShell), the infrastructure example is Windows-centric, lacking Linux parity.
Recommendations
  • Include an example or option for deploying Linux virtual machines (e.g., Ubuntu Server) alongside or instead of Windows Server VMs in the Bicep template.
  • Explicitly mention that the jump box and server VMs can be either Windows or Linux, and provide parameterization or instructions for both.
  • When describing admin credentials, clarify any differences for Linux VMs (e.g., SSH keys vs. passwords).
  • Ensure that screenshots, walkthroughs, and validation steps reference both Windows and Linux VM scenarios where applicable.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

# [PowerShell](#tab/PowerShell)

    New-AzResourceGroup -Name exampleRG -Location eastus
    New-AzResourceGroupDeployment -ResourceGroupName exampleRG -TemplateFile ./main.bicep -adminUsername "<admin-user>"
    
# [PowerShell](#tab/PowerShell)