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 step-by-step instructions for integrating Azure Relay with Azure Private Link Service, focusing primarily on the Azure portal and Azure PowerShell. The only CLI example is for Azure PowerShell, with no equivalent Azure CLI (cross-platform) or Bash example. The validation step explicitly instructs users to create a Windows VM and references the Windows VM creation guide, with no mention of Linux VM alternatives or parity. This creates friction for Linux/macOS users who may prefer Azure CLI or Bash and Linux-based validation steps.
Recommendations
  • Add equivalent Azure CLI 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) alongside the Windows VM option, and reference the Linux VM creation guide.
  • Show how to run the nslookup command on Linux/macOS, noting any differences if relevant.
  • When listing command-line options, present Azure CLI and PowerShell examples side-by-side, or indicate both options are available.
  • Avoid language or examples that assume Windows as the default unless the feature is Windows-only (which is not the case here).
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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