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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation is heavily biased towards Windows environments. All setup instructions for enabling nested virtualization are exclusively for Windows (Windows 11, Windows Server) and use Windows-specific tools (PowerShell, Windows features dialog, Hyper-V). There are no instructions or examples for enabling nested virtualization on Linux-based template VMs, nor is there any mention of Linux virtualization technologies (e.g., KVM, QEMU). Even troubleshooting and connectivity scenarios focus on Windows tools and Hyper-V, with only brief mention of Ubuntu as a nested guest, not as a host.
Recommendations
  • Add instructions for enabling nested virtualization on Linux template VMs, including supported distributions and steps for installing/configuring KVM or QEMU.
  • Provide parity in example scripts and tooling, such as Bash commands or Ansible playbooks for Linux environments.
  • Mention Linux virtualization technologies and clarify support status for nested virtualization with Linux hosts in Azure Lab Services.
  • Include troubleshooting steps and connectivity examples relevant to Linux hosts (e.g., using virsh, virt-manager, or libvirt tools).
  • Clearly state any limitations or lack of support for Linux hosts at the beginning of the documentation if Windows is the only supported platform.
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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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets