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

Bias Types:
⚠️ windows_first
⚠️ powershell_heavy
Summary:
The documentation provides both Bash/cURL and PowerShell/Invoke-WebRequest examples for all major steps, but there is a subtle Windows bias: PowerShell is mentioned first in the prerequisites, and Windows/PowerShell is often referenced before Bash/Linux. The use of Windows-specific terminology (e.g., 'on Windows PowerShell') and the explicit mention of credential pop-ups (a Windows UX pattern) further reinforce this bias, even though Linux/Bash examples are present and complete.
Recommendations:
  • List Bash/cURL examples before PowerShell/Windows examples to avoid the perception of Windows-first bias.
  • In the prerequisites, mention Bash/cURL before PowerShell/Invoke-WebRequest, or present them in parallel.
  • Use neutral language such as 'On Bash' and 'On PowerShell' instead of 'on Windows PowerShell', to avoid platform-preference signaling.
  • Where possible, provide parity in explanation detail for both Bash and PowerShell examples (e.g., credential handling).
  • Consider a tabbed or side-by-side layout for Bash and PowerShell examples to emphasize equal support.
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Scan History

Date Scan ID Status Bias Status
2025-09-06 00:00 #103 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased

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