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 demonstrates a Windows bias by presenting Windows/Powershell examples and tools (psping.exe, tcpping.exe) before Linux equivalents, and sometimes exclusively. The troubleshooting commands and tool recommendations are focused on Windows, with only minimal or less detailed Linux alternatives (e.g., telnet) mentioned. Linux-native tools and patterns are underrepresented, and Windows-centric utilities are referenced and linked.
Recommendations
  • Provide Linux-native troubleshooting examples (e.g., using nc, curl, or nmap) alongside or before Windows examples.
  • List Linux commands and tools with equal detail and prominence as Windows/Powershell ones.
  • Include links to Linux tool documentation (e.g., netcat, curl, nmap) where Windows tools are referenced.
  • Avoid referencing Windows-only utilities (psping.exe, tcpping.exe) without offering Linux alternatives.
  • Ensure command syntax and troubleshooting steps are platform-agnostic or clearly separated for Windows and Linux.
  • Add troubleshooting scenarios and examples relevant to common Linux environments.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets