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
missing_linux_example
windows_first
Summary
The documentation is heavily biased toward Windows, providing only PowerShell commands and referencing Windows-specific tools (Hyper-V, New-VMSwitch, New-NetIPAddress, New-NetNat). There are no Linux/macOS equivalents or instructions, and all examples and screenshots are Windows-centric. This makes it difficult or impossible for Linux/macOS users to follow the guide.
Recommendations
  • Add equivalent instructions for Linux (e.g., using KVM/QEMU and Linux bridge/NAT setup).
  • Include CLI examples for Linux (such as ip, brctl, virsh, or nmcli).
  • Clarify platform requirements at the start (e.g., 'This guide is for Windows dev boxes only').
  • Provide parity in screenshots and UI navigation for Linux environments.
  • If Dev Box only supports Windows, explicitly state this limitation.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets