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 provides authentication and REST API invocation examples exclusively using PowerShell, a Windows-centric tool. No Linux/macOS equivalents (e.g., Bash with curl, Azure CLI) are shown, and PowerShell is recommended as the primary tool for beginners. This creates friction for Linux/macOS users who may not have PowerShell installed or prefer native tools.
Recommendations
  • Add authentication and REST API invocation examples using Bash (curl), Azure CLI, or other cross-platform tools.
  • Present examples for both Windows (PowerShell) and Linux/macOS (Bash/curl/Azure CLI), ideally side-by-side.
  • Explicitly mention that PowerShell is available cross-platform, but also provide alternatives for users who prefer native shells.
  • Update tool recommendations to include Azure CLI and curl as beginner-friendly options.
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 Biased Biased

Flagged Code Snippets