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
Summary
The documentation page demonstrates a Windows bias by exclusively providing Azure PowerShell examples, using Windows-centric scripting syntax, and omitting equivalent Linux/bash examples. The instructions and code blocks are written in PowerShell, and there is no mention of Linux shell commands or cross-platform alternatives. Even the kubectl command is presented in a PowerShell code block, which may confuse Linux users. The Azure portal instructions are platform-neutral, but all CLI guidance is Windows-focused.
Recommendations
  • Provide bash/Linux shell equivalents for all PowerShell commands, especially for az CLI and kubectl usage.
  • Use generic code blocks for cross-platform commands like kubectl, or show both PowerShell and bash syntax side-by-side.
  • Explicitly mention that az CLI and kubectl are cross-platform, and clarify any OS-specific steps.
  • Add a tabbed section for Linux/macOS users, mirroring the PowerShell tab, with bash commands and environment setup instructions.
  • Avoid using PowerShell variable syntax ($var) in examples unless also showing bash alternatives.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets