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
missing_linux_example
Summary
The documentation exhibits subtle Windows bias by primarily referencing tools and workflows that are most common or exclusive to Windows environments, such as Visual Studio Code, PowerShell, and .NET/NUnit. There is a lack of explicit Linux/macOS terminal examples, and the documentation assumes the use of Visual Studio Code and .NET tooling, which are more prevalent in Windows-centric development. No Linux-specific shell or environment setup examples are provided, and the order of presentation often places Windows/VS Code workflows before more platform-neutral CLI approaches.
Recommendations
  • Add explicit Linux/macOS shell examples for environment variable setup, such as export PLAYWRIGHT_SERVICE_URL=... in bash/zsh.
  • Include alternative editors or CLI-only workflows, not just Visual Studio Code, to ensure parity for users on Linux or macOS.
  • When referencing .NET/NUnit, clarify cross-platform support and provide equivalent instructions for running on Linux/macOS (e.g., using dotnet CLI in bash).
  • Avoid assuming the use of PowerShell or Windows-specific tools; provide both PowerShell and bash/zsh command examples where relevant.
  • Ensure that any screenshots or UI references (such as file explorers or dialogs) are not exclusively from Windows environments.
  • Consider reordering sections so that platform-neutral or Linux/macOS examples are presented alongside or before Windows-specific workflows.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets