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
missing_linux_example
Summary
Although the documentation is focused on bringing a Linux custom image from an Azure VM, the instructions for creating the VM reference Windows-specific documentation and tools first (Azure portal, PowerShell, CLI, ARM template), and all example links point to Windows VM creation guides. There are no direct links or examples for creating Linux VMs, and no Linux-specific command-line examples are provided, despite the Linux context.
Recommendations
  • Update the VM creation step to reference Linux-specific documentation and examples, such as links to Azure portal, CLI, and ARM template guides for Linux VMs.
  • Provide Linux-specific command-line examples (e.g., Azure CLI commands for Linux VM creation).
  • Ensure that Linux tools and patterns are mentioned before or alongside Windows equivalents in all instructions.
  • Review all linked resources to ensure Linux parity and add Linux-focused alternatives where missing.
GitHub Create Pull Request

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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased