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
Summary
The documentation page demonstrates Windows bias by listing Windows VM troubleshooting steps before Linux (Ubuntu) equivalents, referencing Windows-specific tools and UI (Control Panel), and omitting Linux command-line details while providing more explicit instructions for Windows. The Linux example is less detailed and relies on an external script, whereas the Windows method is described as straightforward via UI.
Recommendations
  • Present Linux (Ubuntu) troubleshooting steps before or alongside Windows steps to avoid ordering bias.
  • Provide explicit Linux command-line instructions for domain joining, rather than referencing an external script.
  • Include equivalent Linux tools and commands (e.g., samba, realm, adcli) and describe their usage.
  • Avoid referencing Windows-specific UI elements (like Control Panel) without Linux equivalents.
  • Ensure parity in detail and clarity between Windows and Linux troubleshooting instructions.
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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