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
windows_first
powershell_heavy
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for all relevant operations, ensuring Linux parity in command-line instructions. However, PowerShell examples are consistently presented before Azure CLI examples, which may subtly prioritize Windows users. No Windows-only tools or patterns are mentioned, and REST API examples are also included. There are no missing Linux/macOS examples, but the ordering of examples demonstrates a mild 'Windows-first' bias.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI examples first to better serve Linux/macOS users.
  • Explicitly state that Azure CLI commands work cross-platform (Windows, Linux, macOS) to reassure non-Windows users.
  • Consider grouping PowerShell and CLI examples together or using tabs labeled 'Windows (PowerShell)' and 'Linux/macOS (CLI)' for clarity.
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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 Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
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