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
windows_first
windows_tools
Summary
The documentation page demonstrates a mild Windows bias by referencing Azure PowerShell and Az.LabServices cmdlets as next steps, without mentioning equivalent CLI or Linux-native tools. While the main content is cross-platform Python, the only administrative tooling highlighted is PowerShell, which is traditionally associated with Windows environments.
Recommendations
  • Include references to Azure CLI (az labservices) commands as alternatives to PowerShell cmdlets for managing lab plans and resources.
  • Explicitly state that the Python code examples are cross-platform and can be run on Linux, macOS, and Windows.
  • Provide links to documentation for both Azure CLI and PowerShell, ensuring Linux users are equally supported.
  • If mentioning PowerShell, clarify that PowerShell Core is available cross-platform, or provide Bash/CLI equivalents 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