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 Windows bias in several areas: Windows and PowerShell commands are frequently presented before their Linux equivalents, or sometimes exclusively. Windows-specific tools and patterns (such as Visual Studio Code, PowerShell, and Windows command line) are mentioned prominently, often with more detailed instructions than for Linux. Some troubleshooting steps and examples prioritize Windows workflows, and Linux alternatives are sometimes less detailed or missing. The documentation also references issues arising from Windows/macOS development environments, but does not provide equally thorough guidance for Linux users.
Recommendations
  • Ensure all command-line examples are provided for both Windows (PowerShell/CMD) and Linux (Bash), and present them side-by-side or in a neutral order.
  • Avoid listing Windows commands or tools first; alternate or group by OS.
  • Expand Linux-specific troubleshooting steps and examples to match the detail given for Windows.
  • Include explicit instructions for Linux users in sections that currently only mention Windows/macOS (e.g., exporting requirements.txt, checking Python interpreter bitness).
  • Reference cross-platform tools and editors (such as VS Code, but also alternatives) and avoid assuming Windows as the default development environment.
  • Add guidance for common Linux deployment scenarios, including package management and environment setup.
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Scan History

Date Scan Status Result
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased
2026-02-09 00:00 #358 completed Biased Biased
2026-02-08 00:00 #354 completed Biased Biased
2026-02-05 00:00 #342 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets