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_first
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias in several ways: troubleshooting steps for hydration errors are exclusively provided for Windows Guest OS using PowerShell scripts, with no equivalent Linux instructions. The use of Windows-specific tools (PsExec, Internet Explorer) is recommended for proxy troubleshooting, even in contexts involving Linux Master Targets. Windows troubleshooting steps and references (RDP, registry edits) are more detailed and appear before Linux equivalents, while Linux-specific guidance is limited and less comprehensive.
Recommendations
  • Add equivalent Linux troubleshooting steps for hydration errors, including commands/scripts to check and set required driver/service states.
  • Provide Linux-native methods for proxy troubleshooting (e.g., using curl, wget, or environment variable edits) instead of relying on Windows tools like PsExec and Internet Explorer.
  • Ensure that Linux examples are presented with equal detail and prominence as Windows examples, including step-by-step instructions and output samples.
  • Where possible, present cross-platform instructions together or in parallel tabs/sections, rather than focusing on Windows first.
  • Expand references to Linux-specific documentation and tools, such as SSH troubleshooting, systemd/service management, and network configuration.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets