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
missing_linux_example
Summary
The documentation demonstrates a Windows bias in several areas: troubleshooting steps and examples reference PowerShell (e.g., 'curl in PowerShell', 'ps ping', 'netsh trace'), and Windows-specific tools are mentioned without Linux equivalents. No Linux shell commands (such as curl in bash, tcpdump, or iptables) are provided, and examples are framed in a Windows-first context. This may make the guidance less accessible to users operating Linux-based Azure VMs.
Recommendations
  • Provide Linux shell equivalents for all command-line examples (e.g., show how to use curl in bash, use tcpdump for packet capture, etc.).
  • Mention Linux troubleshooting tools (such as netstat, ss, ip, tcpdump, lsof) alongside Windows tools like netsh.
  • When referencing PowerShell, also include Bash or other Linux shell syntax/examples.
  • Avoid assuming the reader is using Windows; clarify that instructions apply to both Windows and Linux, or specify OS where relevant.
  • Add explicit Linux-focused troubleshooting steps and examples, especially for network diagnostics and connection state management.
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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