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
windows_tools
powershell_heavy
Summary
The documentation page demonstrates mild Windows bias. While the majority of instructions and examples use cross-platform tools (kubectl, git, bash), there are several instances where Windows-specific concerns are addressed before Linux equivalents, such as the handling of CRLF vs LF line endings and screenshots from VSCode on Windows. Additionally, Azure CLI usage is shown in PowerShell terminals, and references to Azure Portal are more prominent than Linux-native alternatives. There is little explicit mention of Linux-specific workflows, and no Linux-only examples or troubleshooting tips are provided.
Recommendations
  • Add explicit Linux terminal screenshots and instructions alongside Windows/PowerShell examples.
  • Provide guidance for Linux users on editing files, such as using 'dos2unix' to convert CRLF to LF, and mention common Linux editors (vim, nano) for configuration.
  • Include troubleshooting tips for Linux environments (e.g., file permissions, SELinux/AppArmor issues on OpenShift).
  • Balance Azure Portal instructions with CLI-only alternatives, especially for users who prefer not to use a GUI.
  • Clarify that all CLI commands are cross-platform and provide notes for any platform-specific differences.
  • Ensure that any mention of Windows-specific issues (like CRLF) is matched with Linux-specific advice where relevant.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Clean Clean
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