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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation exhibits moderate Windows bias. Windows-specific requirements (e.g., PowerShell version, WinRM, 'winrm qc' command) are described in detail and often appear before Linux equivalents. Windows tools and patterns (WinRM, TrustedHosts, PowerShell) are mentioned explicitly, while Linux instructions are less detailed and lack equivalent command-line examples. Troubleshooting steps and onboarding notes frequently reference Windows mechanisms, with Linux alternatives mentioned but not elaborated.
Recommendations
  • Provide equivalent Linux command-line examples (e.g., how to configure SSH, validate root access, check required ports).
  • Include Linux-specific troubleshooting steps with concrete commands and error codes.
  • Balance the order of presentation so Linux and Windows instructions appear together or alternate, rather than Windows-first.
  • Clarify Linux requirements (e.g., minimum SSH version, required packages) as is done for Windows (PowerShell version).
  • Mention Linux authentication and remote management patterns (e.g., sudo, SSH key setup) with the same detail as WinRM/PowerShell for Windows.
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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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased