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
Summary
The documentation mentions Windows/PowerShell as a primary method for creating AKS clusters before Linux alternatives, and includes a quickstart link for Azure PowerShell alongside Azure CLI and Portal. However, all actual examples and instructions for GPU node pool creation use Azure CLI, which is cross-platform. No PowerShell or Windows-specific commands are shown for the main workflow, and Linux (Ubuntu and Azure Linux) is the only supported OS for managed GPU node pools. Windows node pools are explicitly called out as unsupported for this feature.
Recommendations
  • List Azure CLI as the primary recommended method for cluster creation, with PowerShell and Portal as alternatives, to avoid implying Windows-first workflows.
  • If mentioning PowerShell, clarify its cross-platform support or provide parity examples for Linux/macOS users where relevant.
  • Consider moving Linux/CLI instructions before mentioning PowerShell in 'Before you begin' to reinforce Linux parity.
  • Ensure that any future examples for cluster creation or management include both CLI and PowerShell (if PowerShell is relevant and cross-platform), or clarify platform limitations.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #253 completed Biased Biased
2026-01-13 00:00 #249 completed Biased Biased