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 detailed instructions for integrating Azure Relay with Azure Private Link Service, but command-line automation is only covered using Azure PowerShell, with no equivalent Azure CLI or Linux/macOS shell examples. The validation step explicitly references creating a Windows VM and does not mention Linux VM options or provide parity in testing instructions. The overall flow and screenshots are portal-based (cross-platform), but scripting and VM validation are Windows-centric.
Recommendations
  • Add Azure CLI examples alongside Azure PowerShell for creating and managing private endpoints, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • In the validation section, provide instructions for creating a Linux VM and running equivalent DNS validation commands (e.g., using nslookup or dig), or clarify that the steps apply equally to Linux/macOS VMs.
  • Where possible, avoid language or examples that imply Windows is the default or only supported platform unless a feature is genuinely Windows-only.
  • Consider including a note that all Azure portal steps are platform-agnostic and can be performed from any OS with a supported browser.
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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