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
powershell_heavy
windows_first
Summary
The documentation provides both Azure CLI and PowerShell examples for creating VMs from generalized images, but the PowerShell sections are heavily focused on Windows VM creation. In several PowerShell examples, the use of Set-AzVMOperatingSystem -Windows is shown by default, and there is no equivalent example for Linux VM creation using PowerShell. Additionally, the PowerShell examples consistently show Windows configuration first and exclusively, while CLI examples are more Linux-focused. The REST and Portal sections provide parity for both OS types, but PowerShell users on Linux/macOS may find the guidance lacking.
Recommendations
  • Add PowerShell examples for creating Linux VMs, using Set-AzVMOperatingSystem -Linux and appropriate credential handling.
  • Include comments or notes in PowerShell sections to clarify how to adapt examples for Linux VMs.
  • Where PowerShell is used, show both Windows and Linux VM creation patterns, or link to Linux-specific PowerShell guidance.
  • Ensure that introductory text in PowerShell sections does not imply Windows is the only supported OS.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Biased Biased
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-27 00:00 #308 completed Biased Biased
2026-01-26 00:00 #304 completed Biased Biased
2026-01-24 00:00 #296 completed Biased Biased
2026-01-23 00:00 #292 failed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets