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
powershell_heavy
missing_linux_example
Summary
The documentation page exhibits a Windows bias by explicitly stating that the procedure is described for a Windows client, requiring Windows PowerShell, and providing all command-line examples in a Windows PowerShell context (with C:\ paths and prompts). There are no Linux/macOS shell examples, nor guidance for non-Windows users, despite kubectl being cross-platform. The prerequisites and workflow are tailored to Windows, creating friction for Linux/macOS users.
Recommendations
  • Add parallel instructions and examples for Linux/macOS clients, including shell commands and file paths (e.g., ~/ for home directory).
  • Clarify that kubectl and YAML files can be used on any supported OS, and provide explicit steps for Linux/macOS environments.
  • Include sample outputs and command prompts for bash/zsh shells, not just PowerShell.
  • Remove or supplement references to Windows PowerShell with alternatives for Linux/macOS (e.g., bash, terminal).
  • Update the prerequisites section to equally highlight Linux/macOS as supported clients, not just as an afterthought.
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