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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways. Windows-related artifacts and parameters (e.g., Windows VM Administrators group, domain join for Windows VMs) are described in detail, while Linux equivalents are less prominent or missing. Windows VM examples and terminology appear before Linux ones in the artifact parameters table. There are no Linux-specific administrative examples (e.g., Linux user/group management, domain join) provided, and no CLI or shell examples for Linux users. Windows tools and patterns (such as domain join and Administrators group) are mentioned exclusively, with no Linux alternatives or parity.
Recommendations
  • Add equivalent Linux administrative parameters and examples, such as specifying Linux users/groups or domain join options for Linux VMs.
  • Ensure Linux-related artifacts and instructions are presented with equal prominence and detail as Windows ones.
  • Provide Linux CLI or shell examples for blueprint deployment and management, alongside any PowerShell or Windows GUI instructions.
  • Clarify when instructions or parameters are Windows-specific and offer Linux alternatives where possible.
  • Review the artifact parameters table to ensure Linux artifacts are described as thoroughly as Windows ones, and consider listing Linux options before or alongside Windows options to avoid ordering bias.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased