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 bias towards Windows 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-native tools or cross-platform command-line instructions are mentioned, and the only automation examples are Windows-centric.
Recommendations
  • Provide Azure CLI examples alongside PowerShell cmdlets for all command-line operations, as Azure CLI is cross-platform and widely used on Linux.
  • Include REST API examples for users who prefer direct HTTP requests, which are platform-agnostic.
  • Clearly indicate when a feature is only available via the Azure portal, and if so, ensure screenshots or instructions are not Windows-specific.
  • Review all automation instructions to ensure Linux and macOS users are equally supported, not just Windows/PowerShell 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