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. The primary troubleshooting commands use Windows-specific tools and syntax, with Linux alternatives mentioned only briefly or not at all. There is a lack of parity in tool recommendations and command examples for Linux users.
Recommendations
  • Provide Linux-first or side-by-side examples for all troubleshooting commands, using native Linux tools (e.g., nc, curl, nmap) instead of or alongside Windows tools.
  • Explicitly mention and document Linux equivalents for tools like psping and tcpping, such as 'nc', 'nmap', or 'hping3'.
  • Avoid using Windows path and executable syntax (e.g., '.\psping.exe') as the primary example; use platform-neutral or both Windows and Linux syntax.
  • Include download and installation instructions for Linux tools where Windows tools are referenced.
  • Ensure troubleshooting steps and recommendations are equally detailed for both Windows and 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