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 areas: troubleshooting steps for hydration failures provide only Windows/PowerShell scripts, with no equivalent Linux instructions; Windows tools such as PsExec and Internet Explorer are referenced for proxy troubleshooting before Linux alternatives; error resolution steps and examples are often Windows-centric or presented for Windows first, with Linux guidance appearing later or not at all; and some troubleshooting scenarios (e.g., registry changes, driver startup types) are described only for Windows, omitting Linux-specific procedures.
Recommendations
  • Provide equivalent Linux troubleshooting steps and scripts for hydration failures, including commands for modifying driver and service startup types on Linux VMs.
  • When referencing tools like PsExec and Internet Explorer for proxy troubleshooting, offer Linux-native alternatives (e.g., using sudo, curl, or editing proxy settings via command line).
  • Ensure that examples and instructions are presented for both Windows and Linux, ideally side-by-side, rather than focusing on Windows first.
  • Include Linux-specific error messages, logs, and resolution steps where applicable, especially for failover and connectivity issues.
  • Review all sections for Windows-centric language and add Linux parity in guidance, screenshots, and tool recommendations.
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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