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
powershell_heavy
windows_tools
Summary
The documentation demonstrates some Windows bias, particularly in the prerequisites section, where Bash usage is described specifically in the context of Windows 10 and Windows Subsystem for Linux (WSL) is recommended. Windows tools and patterns (PowerShell's Invoke-RestMethod, Windows Command prompt) are mentioned before their Linux equivalents. There is also a reference to using Bash on Windows, rather than directly on Linux or macOS, and alternative Windows-specific tools are suggested. However, most command examples use Bash and SSH, which are cross-platform, and the cluster itself is Linux-based.
Recommendations
  • Present Linux and macOS usage equally alongside Windows, not as secondary options.
  • In prerequisites, mention Bash and SSH as available natively on Linux and macOS before referencing Windows/WSL.
  • Provide explicit Linux/macOS command examples where Windows alternatives are given (e.g., for REST API calls, clarify how to use curl on Linux/macOS).
  • Avoid suggesting Windows tools (PowerShell, Command prompt) before Unix/Linux tools; list all platforms equally.
  • Consider a dedicated section for platform-specific instructions, ensuring Linux/macOS parity.
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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
2025-09-06 00:00 #103 completed 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