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

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 ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ✅ Clean