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 page demonstrates mild Windows bias by presenting Windows instructions and PowerShell examples before Linux and Azure CLI equivalents. The disconnect instructions start with Windows/PowerShell, and the deletion commands consistently list PowerShell before CLI, which is more commonly used on Linux/macOS. There is no evidence of missing Linux examples, but the ordering and emphasis favor Windows tools and patterns.
Recommendations
  • Alternate the order of Windows/PowerShell and Linux/CLI instructions so that neither is consistently prioritized.
  • Explicitly state that both PowerShell and CLI are cross-platform, and clarify usage scenarios for each.
  • Consider grouping instructions by platform (Windows, Linux/macOS) rather than by tool, or provide a neutral introduction before listing platform-specific steps.
  • Ensure parity in detail and clarity between Windows and Linux instructions, including troubleshooting notes if applicable.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Biased Biased
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets