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 scripting) for all examples and instructions. There are no Linux or cross-platform CLI (e.g., Azure CLI, curl) equivalents provided, nor any mention of how to perform these steps on Linux or macOS systems. This creates a strong Windows bias and may hinder Linux users from following the guide.
Recommendations
  • Add equivalent examples using Azure CLI (az rest) and/or curl for REST API calls, which are cross-platform.
  • Explicitly mention that the steps can be performed on Linux/macOS and provide sample commands for those environments.
  • Reorganize examples so that cross-platform tools (Azure CLI, curl) are presented before or alongside PowerShell examples.
  • Include notes or links to platform-specific prerequisites (e.g., installing Azure CLI on Linux).
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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