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) first and in detail, while Linux alternatives are mentioned briefly or omitted. The primary troubleshooting commands use Windows-specific executables, and Linux/macOS users are only offered a basic telnet example, which is less suitable for TCP connectivity testing. No Linux-native tools (e.g., nc, nmap, hping) are suggested for equivalent tasks.
Recommendations
  • Provide Linux/macOS equivalents for all troubleshooting commands, such as using 'nc' (netcat), 'nmap', or 'hping' for port and packet checks.
  • List Linux/macOS examples alongside or before Windows examples to ensure parity.
  • Mention cross-platform tools (e.g., Wireshark) more prominently and clarify their usage on different OSes.
  • Avoid referencing Windows-only tools (psping.exe, tcpping.exe) without offering alternatives for other platforms.
  • Add explicit instructions or command examples for macOS users where applicable.
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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