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 providing all command-line examples in PowerShell syntax, referencing PowerShell variables and patterns, and omitting Linux shell equivalents. The instructions assume the use of PowerShell even for cross-platform tools like Azure CLI and kubectl, and do not provide bash or Linux-specific guidance. There is no mention of Linux terminal usage or alternative shell environments, which may hinder Linux users.
Recommendations
  • Provide equivalent bash/Linux shell examples alongside PowerShell commands, using standard shell variable syntax and conventions.
  • Explicitly state that Azure CLI and kubectl are cross-platform and can be used from Linux/macOS terminals.
  • Add a tabbed section for 'Linux/macOS Terminal' to mirror the 'Azure PowerShell' tab, with commands formatted for bash.
  • Avoid using PowerShell-specific variable syntax ($var) in generic CLI examples; use environment variables or inline values for cross-platform clarity.
  • Mention installation and usage notes for kubectl and Azure CLI on Linux/macOS where relevant.
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