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
missing_linux_example
Summary
The documentation page references the Azure PowerShell cmdlet (New-AzApiManagementUser) as the only CLI-based method for adding users, without mentioning cross-platform alternatives such as Azure CLI or REST API. This creates a bias toward Windows and PowerShell users, and omits Linux-friendly or platform-neutral instructions.
Recommendations
  • Include Azure CLI examples for adding users to Azure API Management, as Azure CLI is cross-platform and widely used on Linux.
  • Mention REST API methods for user management, providing sample requests and links to relevant API documentation.
  • Explicitly state which tools are cross-platform and recommend them for Linux and macOS users.
  • Where PowerShell is referenced, provide equivalent instructions for Azure CLI and REST API, and present them in parallel or in a neutral order.
GitHub Create Pull Request

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