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 demonstrates a strong Windows bias by exclusively providing PowerShell examples and referencing the Az.LabServices PowerShell module. There are no equivalent examples or instructions for Linux users, such as using Azure CLI, Bash, or cross-platform tools. Windows-centric tools and patterns are mentioned first and exclusively, leaving Linux users without guidance.
Recommendations
  • Add equivalent examples using Azure CLI, which is cross-platform and commonly used on Linux and macOS.
  • Provide Bash script examples for retrieving the public IP address of a lab.
  • Mention and link to documentation for Az.LabServices usage on Linux (if available) or clarify platform requirements.
  • Ensure that instructions and examples are presented for both Windows and Linux users, ideally side-by-side.
  • Avoid referencing only Windows tools and modules; include cross-platform alternatives where possible.
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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