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 page demonstrates a Windows bias by presenting Windows/Powershell examples and tools (psping.exe, tcpping.exe) first and in more detail, with only minimal Linux coverage (a single telnet command). Windows-specific tools are referenced and linked, while Linux alternatives are not discussed. Troubleshooting steps and command-line examples are predominantly Windows-centric, and Linux users are not provided with equivalent guidance or tool recommendations.
Recommendations
  • Provide Linux-first or cross-platform command examples (e.g., use 'nc', 'curl', or 'openssl' for port checks on Linux).
  • Include Linux-specific troubleshooting tools and instructions (e.g., mention 'tcping' for Linux, or how to install/use 'telnet', 'nc', or 'ss').
  • Balance the order of examples so that Linux and Windows are treated equally, or group them together under platform-specific headings.
  • Add links to Linux tool documentation and downloads, similar to the Windows tool references.
  • Explicitly mention platform differences and provide guidance for macOS users as well.
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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