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_first
missing_linux_example
windows_tools
Summary
The documentation page provides only Azure PowerShell examples for creating managed virtual networks and managed private endpoints, with no equivalent examples for Linux users (e.g., Azure CLI, REST API, or ARM templates). Windows-centric tooling (PowerShell, New-AzResource) is presented as the default and only method, and there is no mention of Linux-friendly alternatives. This prioritizes Windows workflows and may hinder Linux users from easily following the instructions.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, ensuring Linux and macOS users have clear guidance.
  • Include REST API and ARM template snippets for resource creation to provide platform-neutral options.
  • Explicitly mention that PowerShell instructions are for Windows and provide links or inline examples for Linux/macOS users.
  • Review screenshots and instructions to ensure they do not assume a Windows environment (e.g., avoid showing only Windows UIs or PowerShell terminals).
  • Add a section comparing available tooling (PowerShell, CLI, REST, Portal) and recommend options for different platforms.
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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
2026-01-11 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
2025-09-08 00:00 #105 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets