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) in troubleshooting steps, providing Windows command examples first or exclusively, and only briefly mentioning Linux equivalents (netstat -l, sudo iptables -L) as secondary notes. There are no Linux-specific troubleshooting tools or detailed Linux command examples, and the overall troubleshooting workflow assumes a Windows environment.
Recommendations
  • Provide Linux-first or parallel Linux command examples alongside Windows commands for each troubleshooting step.
  • Include Linux-native tools (e.g., ss, nc/ncat, lsof, firewalld-cmd, ufw) for port and firewall checks, with example commands.
  • Offer example commands for both Windows and Linux for connectivity testing (e.g., using nc or curl for Linux instead of only PsPing/TCPing).
  • Explicitly state that the instructions apply to both Windows and Linux VMs, and structure sections so that Linux and Windows guidance are equally prominent.
  • Where third-party tools are suggested (PsPing, TCPing), recommend open-source or pre-installed Linux alternatives and provide installation instructions if needed.
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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