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 only provides examples using Windows Server VM images (including both the failing and fixed cases), without any mention or examples of Linux-based images. This presents a Windows-first bias and omits Linux parity in usage examples.
Recommendations
  • Add equivalent examples using popular Linux VM images (e.g., Ubuntu, CentOS) to demonstrate the rule's applicability across platforms.
  • Explicitly mention that the rule applies to both Windows and Linux VM images.
  • Where possible, alternate the order of examples or provide both Windows and Linux examples side-by-side to avoid platform bias.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Clean Clean
2026-01-11 06:20 #98 completed Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets

param location string = resourceGroup().location

resource vm 'Microsoft.Compute/virtualMachines@2025-04-01' = {
  name: 'virtualMachineName'
  location: location
  properties: {
    storageProfile: {
      imageReference: {
        offer: 'WindowsServer-preview'
        sku: '2019-Datacenter-preview'
        version: 'preview'
      }
    }
  }
}
param location string = resourceGroup().location

resource vm 'Microsoft.Compute/virtualMachines@2025-04-01' = {
  name: 'virtualMachineName'
  location: location
  properties: {
    storageProfile: {
      imageReference: {
        offer: 'WindowsServer'
        sku: '2019-Datacenter'
        version: 'latest'
      }
    }
  }
}