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
windows_first
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. All command-line examples are provided in PowerShell syntax, and instructions reference Windows-specific tools and patterns (e.g., Restart-Service, Start-Sleep, PowerShell variable assignment). There are no Linux shell (bash) equivalents, nor guidance for Linux environments. The section on configuring a driver machine explicitly links to instructions for Windows, with no mention of Linux or macOS alternatives.
Recommendations
  • Provide equivalent bash shell examples for all PowerShell commands, especially for cluster status checks and node pool creation.
  • Include instructions for setting up a Linux (and optionally macOS) driver machine, with links to relevant setup scripts or documentation.
  • When referencing tools or commands (e.g., Restart-Service), mention Linux alternatives (e.g., systemctl) where applicable.
  • Present cross-platform instructions side-by-side or clearly indicate which steps apply to Windows vs. Linux environments.
  • Review linked scripts and documentation to ensure Linux parity and update references to avoid Windows-first language.
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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