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 prioritizing Windows tools (PsPing, TCPing, netstat, netsh) and command prompt instructions, with Linux equivalents either mentioned secondarily or omitted. Troubleshooting steps and examples are predominantly Windows-centric, with Linux commands only briefly referenced and lacking parity in detail or tool recommendations.
Recommendations
  • Provide Linux-first or parallel Linux examples alongside Windows instructions for all troubleshooting steps.
  • Include Linux-native tools (e.g., ss, nc, lsof, firewalld, ufw) for port and firewall checks, not just netstat and iptables.
  • Offer explicit Linux command-line examples for connectivity testing (e.g., using nc or curl for probe testing), not just mention Windows tools like PsPing and TCPing.
  • Ensure all tool recommendations (e.g., for packet tracing or firewall inspection) have both Windows and Linux alternatives, with equal detail and example usage.
  • Structure troubleshooting steps so that Windows and Linux instructions are presented together, rather than Windows first or exclusively.
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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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean