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_first
Summary
The documentation provides detailed instructions for integrating Azure Relay with Azure Private Link Service, but it demonstrates a notable Windows bias. The only CLI-based automation example is in Azure PowerShell, with no equivalent Azure CLI or Bash example. The validation section explicitly instructs users to create a Windows VM and references the Windows VM creation guide, with no mention of Linux VMs or cross-platform alternatives. This may create friction for Linux/macOS users who prefer Azure CLI or want to validate from a Linux VM.
Recommendations
  • Add Azure CLI (az) examples alongside or in place of PowerShell for creating and managing private endpoints.
  • In the validation section, provide instructions for creating a Linux VM and running the nslookup command from a Linux shell, or clarify that the validation steps are OS-agnostic.
  • When referencing VM creation, link to both Windows and Linux VM creation guides.
  • Where possible, use cross-platform language and tools in examples to ensure parity for Linux/macOS users.
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Scan History

Date Scan Status Result
2026-02-02 00:00 #330 completed Biased Biased
2026-02-01 00:00 #326 completed Biased Biased
2026-01-31 00:00 #322 completed Biased Biased
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets