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 REST API 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 tasks. This creates friction for non-Windows users and may prevent them from following the instructions easily.
Recommendations
  • Provide equivalent examples using curl or httpie, which are available by default on Linux and macOS.
  • Clarify whether armclient is cross-platform, and if not, suggest alternatives for Linux/macOS users.
  • Add explicit instructions or code samples for Linux/macOS environments, including authentication and API invocation steps.
  • Reorder examples so that cross-platform tools (e.g., REST API via curl) are shown first or alongside PowerShell/armclient.
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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