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
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias: Windows tools (cmd, Notepad, PowerShell) are used exclusively and presented first, with no equivalent Linux/macOS commands or editor suggestions. The test environment is explicitly Windows 10, and file paths use Windows conventions. PowerShell is given a dedicated section with detailed scripts, while Linux/macOS alternatives (e.g., Bash scripts, Linux editors) are missing. Linux users must adapt commands and workflows themselves.
Recommendations
  • Provide Linux/macOS equivalents for all command-line examples (e.g., use bash, rm, mkdir, nano/vim for editing files).
  • Include Linux/macOS file path conventions alongside Windows paths.
  • Add a 'Test environment' note for Linux/macOS, showing how to adapt commands and tools.
  • Offer a Bash script or CLI workflow for uploading JARs and running jobs, similar to the PowerShell module.
  • Suggest cross-platform editors (e.g., VS Code, nano, vim) instead of Notepad.
  • Present Linux/macOS examples before or alongside Windows examples to avoid 'windows_first' ordering.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets