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
powershell_heavy
windows_tools
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. Troubleshooting examples and tool references (such as 'ps ping', 'netsh', and PowerShell-specific curl usage) are Windows-centric, with no equivalent Linux/macOS commands or guidance provided. Windows tools are mentioned exclusively, and examples (e.g., disabling keepalive in curl via PowerShell) are given only for Windows environments. This may create friction for Linux/macOS users who need to perform similar diagnostics or troubleshooting.
Recommendations
  • Provide equivalent Linux/macOS commands for network troubleshooting (e.g., use 'ping', 'nc', 'tcpdump', 'ss', 'curl' with appropriate flags).
  • Include examples for disabling keepalive in curl for Linux/macOS (e.g., 'curl --no-keepalive').
  • Mention cross-platform tools (e.g., Wireshark, tcpdump) for packet capture and analysis.
  • When referencing PowerShell or Windows-specific tools, add parallel instructions for Bash or other common Linux shells.
  • Avoid assuming Windows as the default environment; present examples for both platforms side-by-side or in tabs.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased