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:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a Windows bias by referencing PowerShell cmdlets (e.g., New-AzApiManagementApiRelease, Update-AzApiManagementApiRelease) as the only CLI automation examples, without mentioning or providing equivalent Azure CLI or REST API commands that are cross-platform. There are no Linux/macOS-specific instructions or examples, and the use of PowerShell is presented as the default scripting/automation method.
Recommendations:
  • Provide equivalent Azure CLI commands for all PowerShell cmdlet examples, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Include REST API examples for automation tasks, which are platform-agnostic.
  • When mentioning PowerShell, also mention Azure CLI and REST API options, and present them in parallel or in a neutral order (not Windows/PowerShell first).
  • Add explicit notes or sections for Linux/macOS users to ensure parity and inclusivity.
  • Review the documentation for other areas where Windows-specific tools or patterns are assumed, and update to include cross-platform alternatives.
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Scan History

Date Scan ID Status Bias Status
2025-09-14 00:00 #111 completed ❌ Biased
2025-08-14 00:01 #80 in_progress ❌ Biased
2025-07-13 21:25 #47 cancelled ❌ Biased
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased