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 in an Azure Compute Gallery. However, the PowerShell examples are exclusively for Windows, with all VM creation commands using Set-AzVMOperatingSystem -Windows and prompting for Windows credentials. There are no PowerShell examples for Linux VM creation, nor is there guidance for using PowerShell to deploy Linux VMs. In contrast, the CLI examples default to Linux VM creation with SSH keys, but do mention how to adapt for Windows. The PowerShell sections are Windows-centric and do not offer Linux parity.
Recommendations
  • Add PowerShell examples for creating Linux VMs, using Set-AzVMOperatingSystem -Linux and appropriate credential handling.
  • Include a note in PowerShell sections explaining how to adapt the examples for Linux VMs.
  • Ensure both CLI and PowerShell sections provide parity in Linux and Windows VM creation instructions.
  • Consider showing Linux examples first or side-by-side with Windows examples in PowerShell sections.
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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

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