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 shows a notable Windows bias. The only CLI automation example is in Azure PowerShell, with no equivalent Azure CLI (cross-platform) or Bash example. The validation steps explicitly instruct users to create a Windows VM, with no mention of Linux VMs or alternative OS options. This creates friction for Linux/macOS users and suggests a Windows-centric approach.
Recommendations
  • Add equivalent Azure CLI (az) examples for creating private endpoints and related resources, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • In the validation section, provide instructions for creating and using a Linux VM (e.g., Ubuntu) in addition to the Windows VM example. Show how to run nslookup or dig on Linux.
  • When referencing command-line operations, avoid assuming the user is on Windows. Use neutral language or provide both Windows and Linux/macOS options.
  • If screenshots are needed, consider including at least one from a Linux VM for parity.
  • Explicitly mention that the steps work on both Windows and Linux unless there is a genuine limitation.
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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