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_first
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation page demonstrates a strong Windows bias. All troubleshooting examples, tools, and scenarios are focused exclusively on Windows environments, with no mention of Linux or cross-platform alternatives. Windows-specific tools (Windows App, Windows Hello, Hyper-V, certutil, Windows Insider builds) are referenced throughout, and all instructions assume the user is on Windows. There are no Linux equivalents or examples provided, nor is there guidance for users connecting from or to Linux-based dev boxes.
Recommendations
  • Add troubleshooting steps and examples for Linux-based dev boxes, including common connectivity and performance issues.
  • Include instructions for connecting to dev boxes from Linux clients, such as using RDP clients (Remmina, rdesktop, FreeRDP) or SSH.
  • Mention Linux equivalents for Windows tools (e.g., alternatives to certutil, Hyper-V, Windows Hello) or clarify if certain features are Windows-only.
  • Clearly indicate which troubleshooting steps apply only to Windows, and provide parity for Linux where possible.
  • Add notes or sections for macOS users if relevant, to ensure broader cross-platform coverage.
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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