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
windows_tools
Summary
The documentation provides both Linux and Windows guidance for deploying Trusted Launch VMs, but there is a notable Windows bias in several areas. PowerShell examples are extensive and exclusively use Windows images and parameters, while Linux equivalents are either missing or less detailed. In multi-step PowerShell workflows, only Windows VM creation is shown, and Windows-specific tools and patterns (like RDP rules, Bitlocker notes) are referenced without Linux parity. In some sections, Windows examples or terminology appear first or are more prominent.
Recommendations
  • Add equivalent PowerShell examples for Linux VM deployment, including Linux-specific parameters and OS disk handling.
  • Ensure that multi-step PowerShell workflows (such as network configuration and VM creation from gallery images) include Linux variants.
  • Balance the order of examples so that Linux and Windows are presented with equal prominence, or alternate which comes first.
  • Where Windows-specific tools or concepts are mentioned (e.g., Bitlocker, RDP), include Linux equivalents (e.g., LUKS, SSH) or clarify applicability.
  • Review screenshots and UI instructions to ensure Linux scenarios are visually represented alongside Windows.
  • Expand notes and tips to address Linux-specific concerns (e.g., secure boot implications for unsigned drivers, SSH key management).
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-12 00:00 #239 in_progress Clean Clean
2026-02-11 00:00 #235 in_progress Clean Clean
2026-02-10 00:00 #231 completed Biased Biased
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Clean Clean
2026-01-06 22:28 #80 completed Clean Clean

Flagged Code Snippets