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_tools
missing_linux_example
windows_first
Summary
The documentation provides only a PowerShell script using Windows-specific cmdlets and tools (e.g., Get-PnpDevice, pnputil, Dismount-VMHostAssignableDevice), with no mention of Linux or cross-platform alternatives. All instructions and examples are tailored to Windows environments, creating friction for Linux/macOS users who may be running AKS on Azure Arc on non-Windows hosts.
Recommendations
  • Add equivalent instructions or scripts for Linux hosts, using bash and Linux-native tools (e.g., lspci, nvidia-smi, modprobe, etc.) for GPU detection and driver management.
  • Clarify in the prerequisites or introduction if the procedure is only supported on Windows-based Azure Local hosts, or provide guidance for Linux/macOS users.
  • If Windows is a hard requirement, explicitly state this at the top of the page to prevent confusion.
  • Provide links or references to official Azure Arc documentation for Linux GPU enablement if available.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets