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 error codes are specific to Windows environments, with exclusive references to Windows features (Windows App, Windows Hello, Hyper-V, Windows Update, Windows Insider builds, Windows-specific error codes, and PowerShell/certutil commands). There are no Linux or cross-platform troubleshooting steps, nor are Linux equivalents mentioned for remote connectivity, authentication, or virtualization issues.
Recommendations
  • Add troubleshooting steps and examples for Linux client devices, including how to connect to dev boxes from Linux and common issues encountered.
  • Include Linux equivalents for remote desktop tools (e.g., Remmina, rdesktop, xfreerdp) and authentication methods.
  • Document how to resolve connectivity, sign-in, and performance issues on Linux-based dev boxes or clients.
  • Provide parity for virtualization troubleshooting, such as guidance for nested virtualization or CPU profiling on Linux.
  • Mention Linux-specific error codes, logs, and diagnostic commands where relevant.
  • Ensure that all instructions and recommendations are platform-agnostic or clearly indicate platform-specific steps.
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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