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_tools
windows_first
Summary
The documentation consistently uses PowerShell for all command-line examples, even for Linux scenarios, and all sample outputs are shown from a Windows environment (PS C:\WINDOWS\system32>). There are no bash, Azure CLI, or native Linux shell examples. The instructions assume the client machine is running Windows and connected via Azure PowerShell, with no mention of Linux-native tooling or workflows. Windows screenshots and terminology are prevalent, and Windows tools are referenced before any Linux equivalents.
Recommendations
  • Provide Azure CLI and/or Bash examples for Linux users alongside PowerShell commands.
  • Show sample outputs from a Linux shell (e.g., bash prompt) when demonstrating Linux VM operations.
  • Clarify that Azure PowerShell can be installed and run on Linux, or offer alternative Linux-native instructions.
  • Include instructions for connecting to Azure Resource Manager from a Linux client, not just Windows.
  • Balance screenshots and UI references to include both Windows and Linux environments.
  • Avoid assuming the client machine is Windows; mention cross-platform options for all steps.
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets