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 several types of Windows bias. PowerShell is the only scripting example mentioned for automation (e.g., adding users, deleting VMs), with no reference to Bash, CLI, or Linux scripting alternatives. In the 'Lab creation' section, all code sample links reference Windows VMs (e.g., Bicep, ARM, Terraform templates for Windows), with no mention of Linux VM creation. Tools and artifacts examples are Windows-centric (e.g., Visual Studio, Fiddler), and Windows-specific patterns (Active Directory domain join) are referenced without Linux equivalents. Linux is only mentioned in passing, with no concrete examples or parity in instructions.
Recommendations
  • Provide parallel examples for Linux VM creation using Bicep, ARM templates, and Terraform, and link to those alongside Windows examples.
  • Include automation instructions and scripts using Azure CLI and Bash, not just PowerShell.
  • Mention and provide examples of Linux tools and artifacts (e.g., installing common Linux development tools, editors, or agents).
  • When referencing domain join or other Windows-specific features, also mention Linux equivalents (e.g., joining to LDAP or using SSH keys).
  • Ensure that all user-facing instructions and quickstarts are available for both Windows and Linux scenarios, and present them with equal prominence.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased