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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a notable Windows bias. Feature registration is only shown using PowerShell and Azure portal, omitting Azure CLI or Bash examples. The ARM template exclusively provisions Windows VMs (Windows image reference, osType: Windows), with no mention of Linux alternatives. Windows-centric tools and patterns (PowerShell, Windows images) are presented first and exclusively, while Linux equivalents (Azure CLI, Linux VM images, Bash) are absent.
Recommendations
  • Add Azure CLI (cross-platform) instructions for resource provider registration alongside PowerShell and portal.
  • Include ARM template examples or parameters for deploying Linux VMs (e.g., Ubuntu image reference, osType: Linux).
  • Present Azure CLI examples before or alongside PowerShell to emphasize cross-platform support.
  • Explicitly mention that the template can be adapted for Linux and provide guidance or links.
  • Ensure clean-up instructions clarify that Azure CLI works on all platforms and provide Bash-friendly usage if needed.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets