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 demonstrates a Windows bias by referencing PowerShell cmdlets (e.g., New-AzApiManagementApiRelease, Update-AzApiManagementApiRelease) as the only CLI automation examples, with no mention of equivalent Azure CLI or REST API commands that are cross-platform. There are no Linux-specific or cross-platform command-line examples, and the only automation tooling mentioned is PowerShell, which is traditionally associated with Windows environments.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell cmdlets mentioned, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Include REST API examples for managing revisions, which are platform-agnostic.
  • When referencing automation, mention both PowerShell and Azure CLI options, and present them in parallel or with equal prominence.
  • Explicitly state that PowerShell Core is available cross-platform if PowerShell examples are retained, but still provide CLI/REST alternatives.
  • Consider a 'Platform parity' note or table summarizing how to perform each action in Azure Portal, PowerShell, Azure CLI, and REST API.
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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
2025-09-14 00:00 #111 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased