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 equivalent examples for Linux users (e.g., using Bash, curl, or Azure CLI), nor is there any mention of how to perform these steps on Linux or macOS platforms. This creates a strong Windows bias and may exclude or confuse users working on non-Windows systems.
Recommendations
  • Add equivalent Linux/macOS examples using Bash and curl, or Azure CLI commands for all steps shown in PowerShell.
  • Explicitly mention cross-platform options and clarify that the process can be performed on any OS with appropriate tools.
  • Reorder or parallelize examples so that Linux/Bash and Windows/PowerShell instructions are presented together, or at least ensure Linux examples are not omitted.
  • Reference Azure CLI documentation and provide sample commands for resource manipulation via CLI, which is cross-platform.
  • Include a note about tool availability on different operating systems and recommend installation steps for required tools.
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