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_tools
powershell_heavy
missing_linux_example
windows_first
Summary
The documentation page exhibits Windows bias in several areas. Troubleshooting steps for connectivity and DNS issues reference Windows-specific tools (PsPing, Notepad, editing C:\Windows\System32\drivers\etc\hosts), and provide instructions and screenshots only for Windows environments. There are no equivalent examples or instructions for Linux-based VMs, such as using ping, nc, or editing /etc/hosts. Windows tools and patterns are mentioned exclusively and before any cross-platform alternatives, making the documentation less accessible for Linux users.
Recommendations
  • Provide Linux equivalents for all troubleshooting steps, such as using 'ping', 'nc', or 'curl' for connectivity checks, and instructions for editing /etc/hosts.
  • Include screenshots or terminal examples for Linux environments alongside Windows examples.
  • Mention cross-platform tools and commands first, or at least in parallel with Windows-specific ones.
  • Clarify that steps apply to both Windows and Linux VMs, and specify any differences in procedure.
  • Avoid assuming the use of Windows-only tools (e.g., PsPing, Notepad) and offer alternatives for Linux.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets