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_first
windows_tools
Summary
The documentation provides three methods for adding users to Ambari: via the portal, PowerShell, and curl/bash. The PowerShell example is given in full detail and appears before the curl/bash example, which is described as requiring 'slight modifications' for Windows. The PowerShell script uses Windows-specific tooling (Invoke-WebRequest, Start-Sleep, etc.), and there is no equivalent Linux shell script or REST API example using common Linux tools (e.g., wget, httpie). The curl/bash example is present, but is positioned after the PowerShell example and is described as requiring modifications for Windows, implying a Windows-first approach. There are no macOS-specific notes or parity checks.
Recommendations
  • Present Linux/bash/curl examples before or alongside PowerShell examples to avoid Windows-first ordering.
  • Provide a full REST API example using generic tools (curl, wget, httpie) with explicit instructions for Linux/macOS users.
  • Clarify that the PowerShell example is for Windows and the curl/bash example is for Linux/macOS, and ensure both are equally detailed.
  • Add notes or examples for macOS users where relevant.
  • Avoid language that positions Windows tools as the default or primary method.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Biased Biased
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean