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
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation page references Windows-centric tools and patterns, such as the Azure portal and PowerShell, before mentioning cross-platform alternatives like the Azure CLI or REST API. Examples and instructions for managing subscriptions and resource groups are given for the Azure portal and PowerShell, but there are no explicit Linux or CLI examples. This prioritization and lack of parity in examples may make the documentation less accessible for Linux users or those who prefer CLI-based workflows.
Recommendations
  • Provide explicit Azure CLI examples alongside PowerShell and portal instructions for managing subscriptions, resource groups, and cost allocation.
  • Mention cross-platform tools (CLI, REST API) before or alongside Windows-specific tools like PowerShell.
  • Include links to Linux-specific documentation or usage guides where relevant.
  • Ensure that all code snippets and walkthroughs have both PowerShell and CLI versions.
  • Clarify that all features are available on Linux and macOS platforms, not just Windows.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Biased Biased
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