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
windows_first
Summary
The documentation page lists Azure PowerShell cmdlets prominently in a dedicated section, without providing equivalent Azure CLI or REST API examples or references. This creates a bias towards Windows/PowerShell users, as PowerShell is most commonly associated with Windows environments. While the text mentions that IP Groups can be managed via the Azure portal, Azure CLI, or REST API, only PowerShell commands are explicitly documented, and no Linux-friendly command-line examples are provided.
Recommendations
  • Add a dedicated section listing equivalent Azure CLI commands for managing IP Groups, similar to the PowerShell cmdlets section.
  • Provide REST API example calls for creating, updating, and deleting IP Groups.
  • Ensure that CLI and REST API references are as detailed and prominent as the PowerShell section.
  • Where possible, present CLI examples before or alongside PowerShell examples to avoid Windows-first ordering.
  • Clarify that Azure CLI is cross-platform and can be used on Linux, macOS, and Windows.
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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
2026-01-11 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased