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
windows_tools
missing_linux_example
Summary
The documentation exhibits a strong Windows bias. It explicitly states that the procedure is described for a Windows client, requires Windows PowerShell, and all command-line examples use PowerShell syntax and conventions. Windows tools and patterns (e.g., PowerShell cmdlets, Minishell, Windows-specific paths) are mentioned exclusively or before any Linux alternatives. There are no Linux or macOS-specific instructions, nor are there shell/bash examples for key steps, even though the Azure CLI is cross-platform.
Recommendations
  • Add equivalent instructions and examples for Linux and macOS clients, including bash/zsh shell commands.
  • Clarify which steps are platform-agnostic and which require Windows-specific tools, and provide alternatives where possible.
  • Include instructions for installing and using Azure CLI and kubectl on Linux/macOS.
  • Provide PowerShell and bash examples side-by-side for all command-line steps.
  • Explicitly state platform requirements and supported operating systems at the start, and link to platform-specific guides.
  • Where device interaction requires PowerShell, explain if remote access from Linux/macOS is possible (e.g., via SSH), or suggest workarounds.
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