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_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation demonstrates a Windows bias by primarily referencing Windows-specific tools (e.g., psping.exe), providing command-line examples in Windows syntax (PowerShell/Command Prompt), and mentioning Windows tools before their Linux equivalents. There is a lack of explicit Linux command examples for troubleshooting connectivity, and Linux-native tools are only mentioned generically or as alternatives without concrete usage instructions.
Recommendations
  • Provide explicit Linux command examples for troubleshooting, such as using 'nc', 'telnet', or 'ss' for connectivity checks.
  • Include sample usage of Linux-native tools (e.g., 'ping', 'curl', 'wget', 'nc') alongside Windows tools, with equivalent command syntax.
  • When referencing downloadable tools, mention cross-platform alternatives (e.g., 'psping' for Windows, 'hping3' or 'nping' for Linux) and provide installation instructions.
  • Ensure that examples are presented for both Windows and Linux platforms, ideally side-by-side, to improve parity and accessibility for all users.
  • Avoid using Windows-specific paths or syntax (e.g., '.\psping.exe') without also showing the Linux equivalent.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets