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
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing only PowerShell examples for command-line operations, using Windows-centric tools and syntax (e.g., PowerShell variables, code blocks), and omitting equivalent Linux shell/bash examples. The instructions and code samples assume a Windows environment, even for cross-platform tools like Azure CLI and kubectl, and do not mention or show how to perform these tasks on Linux or macOS systems.
Recommendations
  • Add Linux/bash shell examples alongside PowerShell for all command-line instructions, using appropriate syntax and environment variables.
  • Clarify that Azure CLI and kubectl are cross-platform tools and provide guidance for their installation and usage on Linux/macOS.
  • Avoid using PowerShell-specific syntax (e.g., $variable) in generic instructions; use environment-agnostic notation or provide both PowerShell and bash equivalents.
  • Explicitly mention platform differences where relevant, and ensure parity in step-by-step instructions for Linux and macOS users.
  • Consider adding tabs or sections for 'Linux/macOS (bash)' and 'Windows (PowerShell)' to improve accessibility for all users.
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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