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 exhibits moderate Windows bias, primarily through the use of PowerShell-specific examples (e.g., 'ps ping', curl in PowerShell, netsh trace) and references to Windows-centric troubleshooting tools. Windows tools and patterns are mentioned exclusively or before any Linux equivalents, and there is a lack of explicit Linux/macOS command examples for key troubleshooting steps.
Recommendations
  • Provide equivalent Linux/macOS troubleshooting commands alongside PowerShell examples (e.g., use 'ping', 'nc', 'tcpdump', 'curl' with Linux flags).
  • Mention cross-platform tools (e.g., Wireshark, tcpdump) for packet capture and network tracing.
  • Clarify that steps such as rebooting VMs, checking routing tables, and managing NSGs can be performed on any OS, and provide links or brief instructions for Linux/macOS users.
  • Avoid assuming PowerShell as the default shell; offer Bash or CLI alternatives where appropriate.
  • Balance examples so that Linux/macOS commands are presented with equal prominence to Windows/PowerShell commands.
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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