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 page exclusively provides PowerShell examples and references the Az.LabServices PowerShell module for determining the public IP address of Azure Lab Services VMs. There are no equivalent examples or instructions for Linux users (e.g., using Azure CLI, Bash, or other cross-platform tools). The documentation assumes familiarity with Windows tooling and does not mention or prioritize Linux-compatible methods.
Recommendations
  • Add equivalent instructions and examples using Azure CLI (az labservices) for Linux/macOS users.
  • Include Bash script examples for retrieving the public IP address.
  • Explicitly mention cross-platform options and clarify which tools work on Windows, Linux, and macOS.
  • Reorder examples so that cross-platform or Linux methods are presented alongside or before Windows/PowerShell methods.
  • Reference official Azure CLI documentation and provide links for further reading.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed 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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets