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 page demonstrates Windows bias by referencing and providing examples for Windows-specific tools (psping.exe), mentioning PowerShell/Windows CLI before Linux equivalents, and lacking explicit Linux command examples for troubleshooting connectivity. While 'wget' is mentioned for network checks, the main troubleshooting commands and tool downloads are Windows-centric, with no parity for Linux users.
Recommendations
  • Provide Linux equivalents for all troubleshooting commands, e.g., show how to use 'nc', 'telnet', or 'ss' for connectivity checks.
  • Include download and usage instructions for cross-platform tools (or Linux-native alternatives) alongside Windows tools like 'psping.exe'.
  • Offer explicit bash/Linux shell command examples in addition to PowerShell/Windows examples.
  • Structure troubleshooting steps so that Windows and Linux approaches are presented side-by-side or in parallel sections.
  • Mention platform-agnostic tools (e.g., Wireshark) with installation instructions for both Windows and Linux.
GitHub Create Pull Request

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