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_tools
windows_first
powershell_heavy
Summary
The documentation page shows mild Windows bias. Windows-specific tools and terminology (such as PowerShell and references to the Windows Azure Service Management API) are present. In the 'Find resource provider' section, PowerShell is given as the only shell scripting example besides Azure CLI and Python, with no Bash or Linux shell example. The registration section references Windows Azure Service Management API and Windows terminology. Some resource providers and services are Windows-specific (e.g., Microsoft.WindowsIoT, Microsoft.WindowsDefenderATP), but Linux equivalents are not highlighted or mentioned.
Recommendations
  • Add Bash or Linux shell examples alongside PowerShell in the 'Find resource provider' section to improve parity.
  • When mentioning Windows-specific APIs or services, also reference Linux or cross-platform alternatives where applicable.
  • Ensure that examples and tooling instructions are presented in a platform-neutral order, or explicitly include both Windows and Linux options.
  • Highlight Linux-specific resource providers or services if available, or clarify platform support for each provider.
  • Review terminology to avoid unnecessary references to Windows when describing Azure-wide concepts.
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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 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 Biased Biased

Flagged Code Snippets