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_tools
missing_linux_example
windows_first
Summary
The documentation exclusively uses PowerShell and the armclient tool for all API call examples, with no mention of Linux/macOS alternatives or cross-platform usage. All code samples are tagged as 'azurepowershell-interactive', and there is no guidance for Linux users on how to perform the same actions, nor are CLI or curl examples provided. This creates friction for non-Windows users and may block those unfamiliar with PowerShell or armclient.
Recommendations
  • Provide equivalent examples using Azure CLI (az), which is cross-platform.
  • Include REST API call examples using curl or httpie for Linux/macOS users.
  • Clarify whether armclient is supported or available on Linux/macOS, or suggest alternatives.
  • Present examples for both Windows and Linux/macOS users side-by-side, or indicate platform-agnostic approaches.
  • Avoid tagging all code blocks as 'azurepowershell-interactive' if not strictly necessary.
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Biased Biased
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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean

Flagged Code Snippets