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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by focusing on 'custom windows images' in the introduction, providing only PowerShell examples for role assignment, and referencing Windows-specific tools and patterns before Linux equivalents. Linux-specific examples and CLI commands are either missing or referenced as links rather than shown inline, making the process less clear for Linux/macOS users.
Recommendations
  • Include explicit Linux/macOS examples for key steps, such as using Azure CLI for role assignment (e.g., 'az role assignment create ...').
  • Balance introductory language to mention both Windows and Linux custom images equally.
  • Provide ARM template examples for both Windows and Linux images, highlighting any differences.
  • Show Linux CLI commands inline, not just as links, especially for critical operations.
  • Clarify that the process applies to both Windows and Linux images where relevant.
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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