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 exclusively referencing PowerShell cmdlets (e.g., New-AzApiManagementApiRelease, Update-AzApiManagementApiRelease) for command-line operations, without providing equivalent examples for Linux users (such as Azure CLI or REST API). No Linux or cross-platform command-line tools are mentioned, and the only automation examples are Windows-specific.
Recommendations
  • Provide equivalent Azure CLI commands for all PowerShell cmdlet examples, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Include REST API examples where appropriate, since these are platform-agnostic.
  • When mentioning command-line tools, list Azure CLI and REST API before or alongside PowerShell to avoid implying Windows is the primary or only supported environment.
  • Add a note clarifying that all operations can be performed using Azure CLI or REST API, not just PowerShell.
  • Consider including bash shell script snippets for common tasks, to further support Linux users.
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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