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
missing_linux_example
windows_first
Summary
The documentation page exclusively uses PowerShell syntax and Windows-specific patterns (e.g., '.\kubectl.exe'), with no Bash or Linux/macOS shell examples. All code snippets assume a Windows environment, and there is no mention of Linux/macOS equivalents or cross-platform usage. This creates friction for non-Windows users attempting to follow the instructions.
Recommendations
  • Provide equivalent Bash shell examples for Linux/macOS users, using standard kubectl commands and shell utilities (e.g., base64, echo).
  • Avoid using Windows-specific executable extensions (e.g., 'kubectl.exe'); use 'kubectl' for cross-platform compatibility.
  • Add notes or sections clarifying platform differences and how to adapt commands for Linux/macOS.
  • Present Linux/macOS examples alongside Windows examples, or use a tabbed format to allow users to select their OS.
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