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
missing_linux_example
Summary
The documentation page demonstrates Windows bias by referencing Azure PowerShell cmdlets (specifically New-AzApiManagementUser) as the only CLI example for adding users, without mentioning cross-platform alternatives such as Azure CLI or REST API. The use of PowerShell is Windows-centric, and no Linux-specific or platform-neutral command-line instructions are provided. The Azure portal UI is also referenced, which is platform-agnostic, but the only automation example is Windows-oriented.
Recommendations
  • Add equivalent examples using Azure CLI (az apim user create) if available, which is cross-platform and widely used on Linux.
  • Include REST API instructions for user creation to provide a platform-neutral automation option.
  • Explicitly mention that PowerShell Core is available on Linux and macOS, if PowerShell must be referenced, and provide installation guidance.
  • Present CLI examples in parallel (PowerShell and Azure CLI) or prioritize platform-neutral options before Windows-specific tools.
  • Review other sections for similar patterns and ensure Linux parity in all automation and scripting guidance.
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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 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-10 00:00 #107 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased