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
Summary
The documentation provides a detailed Azure PowerShell example for creating a private endpoint, but does not offer equivalent CLI or Linux/macOS shell examples. The validation steps exclusively reference creating and using a Windows VM, with no mention of Linux VMs or cross-platform alternatives. Windows tools and workflows (PowerShell, Windows VM creation) are presented first and exclusively, which may create friction for Linux/macOS users.
Recommendations
  • Add Azure CLI (az) examples for creating private endpoints alongside PowerShell scripts.
  • Include instructions for creating and validating with a Linux VM, or clarify that the validation steps (e.g., nslookup) work identically on Linux/macOS.
  • Explicitly state that all steps can be performed from Linux/macOS environments using Azure CLI and standard shell tools.
  • Where screenshots or instructions reference Windows-specific UI or workflows, add Linux/macOS equivalents or clarify cross-platform applicability.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets