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_tools
missing_linux_example
windows_first
Summary
The documentation page exclusively provides PowerShell examples and references only the Az.LabServices PowerShell module for retrieving the public IP address of Azure Lab Services labs. There are no examples or instructions for performing the same task using Azure CLI, Bash, or other cross-platform tools. The documentation assumes the user is on Windows or has access to PowerShell, and does not mention or prioritize Linux or macOS workflows.
Recommendations
  • Add equivalent examples using Azure CLI (az lab services) commands, which are cross-platform and work on Linux, macOS, and Windows.
  • Include Bash shell script examples for retrieving the public IP address, especially using Azure CLI.
  • Explicitly mention that PowerShell Core is available cross-platform, if PowerShell must be used, and provide installation guidance for non-Windows systems.
  • Reorganize the documentation to present cross-platform (CLI/Bash) solutions before or alongside PowerShell examples.
  • Reference relevant Azure CLI documentation and modules, not just PowerShell cmdlets.
GitHub Create Pull Request

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