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
Summary
The documentation exclusively uses PowerShell and Windows-centric tooling (Invoke-RestMethod, PowerShell syntax) for all examples and instructions. There are no equivalent examples for Linux users (e.g., using Bash, curl, or Azure CLI), nor is there mention of cross-platform alternatives. This creates a bias toward Windows users and may hinder Linux administrators from following the guide easily.
Recommendations
  • Add equivalent Linux/Bash examples using curl or Azure CLI for all PowerShell instructions.
  • Explicitly mention that the API calls can be performed from any platform, not just Windows.
  • Provide guidance for Linux and macOS users, including environment setup and authentication steps.
  • Consider reordering examples to present cross-platform (e.g., REST API, Azure CLI) instructions before platform-specific ones like PowerShell.
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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
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