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 provides examples and instructions for both Linux and Windows VMs throughout, including CLI, portal, template, and PowerShell methods. However, in several sections, Windows/PowerShell examples are presented first or in more detail, and PowerShell examples are exclusively for Windows VMs, with no Linux PowerShell equivalents. Some PowerShell snippets default to Windows images and configurations, while Linux examples are primarily shown in CLI and template sections.
Recommendations
  • Ensure parity in PowerShell examples by including Linux VM deployment snippets where possible, or clearly state PowerShell is Windows-only if that's the case.
  • Alternate the order of Windows and Linux examples so Linux is sometimes shown first, or group examples by OS for clarity.
  • In PowerShell sections, explicitly mention that Linux VMs should be deployed using CLI or ARM templates if PowerShell support is limited.
  • Add clarifying notes where a method (e.g., PowerShell) is Windows-specific, to avoid confusion for Linux users.
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Scan History

Date Scan Status Result
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Biased Biased
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets