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, primarily using the Azure Portal and Azure PowerShell. The only CLI example is given in PowerShell, with no equivalent Azure CLI (cross-platform) or Bash example. The validation step explicitly instructs users to create a Windows VM and does not mention Linux VM alternatives, nor does it provide Linux/macOS-specific guidance for DNS validation. Overall, the documentation assumes a Windows-centric workflow and omits Linux/macOS parity in examples and validation steps.
Recommendations
  • Add Azure CLI (az) examples alongside PowerShell for creating resources and 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., nslookup or dig) on Linux/macOS.
  • Clarify that the steps are applicable regardless of VM OS, and provide OS-agnostic guidance where possible.
  • Where screenshots are shown, note that the Azure Portal experience is the same on all platforms.
  • Explicitly mention that PowerShell examples can be run on Linux/macOS using PowerShell Core, or provide links to documentation for cross-platform PowerShell usage.
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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