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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing Windows-specific tools (PsPing, TCPing, Netsh) for troubleshooting, providing command prompt instructions before Linux equivalents, and omitting Linux-native alternatives for some steps. Linux commands are mentioned only as secondary options, and there is a lack of parity in example detail and tool recommendations for Linux users.
Recommendations
  • Provide Linux-native troubleshooting tool examples (e.g., use 'nc', 'ss', or 'telnet' for port checks instead of only PsPing/TCPing).
  • List Linux commands and tools alongside Windows commands in all troubleshooting steps, not just as afterthoughts.
  • Offer detailed Linux command examples (e.g., show how to use 'ss -ltn', 'nc -zv', or 'iptables' for equivalent checks).
  • Avoid referencing Windows tools exclusively or first; alternate the order or present both platforms equally.
  • Include links to Linux-specific documentation or tool installation guides.
  • Ensure all example commands are provided for both Windows and Linux environments.
GitHub Create Pull Request

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 Clean Clean