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
powershell_heavy
windows_tools
Summary
The documentation is heavily biased towards Windows environments. All configuration examples use Windows PowerShell DSC syntax and resources (e.g., WindowsFeature), and the only sample VM creation link is for Windows. There are no Linux-specific examples, resources, or guidance, and references to DSC are consistently tied to Windows PowerShell. The documentation does not demonstrate how to use Azure Automation State Configuration with Linux nodes, nor does it provide Linux DSC resource examples or onboarding steps.
Recommendations
  • Add Linux-specific examples, including sample DSC configurations using cross-platform resources or Linux-specific resources.
  • Include links and instructions for creating Linux VMs in Azure, not just Windows VMs.
  • Provide onboarding steps and screenshots for enabling Linux VMs for management with State Configuration.
  • Clarify which features and resources are supported on Linux, and provide parity in documentation structure for Linux users.
  • Reference cross-platform DSC (such as DSC Core or PSDesiredStateConfiguration for PowerShell 7+) where appropriate.
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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
2026-01-12 00:00 #243 cancelled 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets