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
missing_linux_example
windows_tools
Summary
The documentation provides command-line examples exclusively using Azure PowerShell cmdlets (Remove-AzResource, Remove-AzActionGroup), with no equivalent Azure CLI or REST API examples. This creates friction for Linux/macOS users, who are more likely to use Azure CLI or REST API. The documentation also references PowerShell tools and patterns without mentioning Linux-native alternatives or providing parity in example coverage.
Recommendations
  • Add Azure CLI examples for all resource deletion and management tasks alongside PowerShell examples.
  • Include REST API sample calls for resource operations, especially for users on platforms where PowerShell is not native.
  • Explicitly mention that PowerShell examples are platform-agnostic (if true), or clarify installation requirements for non-Windows users.
  • Present CLI and REST API examples before or alongside PowerShell to avoid Windows-first impression.
  • Consider a table or tabbed interface for examples, allowing users to select their preferred tool (PowerShell, CLI, 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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets