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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a Windows bias by consistently referencing Windows tools (such as Configuration Manager/SMB shares), presenting Windows instructions and scripts before Linux equivalents, and relying on Windows-centric patterns (e.g., administrative command prompt, .bat scripts, registry edits). Linux instructions are present but often as secondary, and there is a lack of parity in some areas (e.g., uninstall instructions are only given for Windows, not Linux). The overall workflow assumes a Windows-centric environment for orchestration and deployment.
Recommendations
  • Present Linux and Windows instructions/examples in parallel or in alternating order to avoid always listing Windows first.
  • Include Linux-native deployment tools (e.g., Ansible, Puppet, Chef) as alternatives to Configuration Manager and JetPatch.
  • Provide explicit Linux uninstall instructions and scripts, not just for Windows.
  • Reference Linux file sharing solutions (e.g., NFS, SFTP) alongside SMB shares.
  • Avoid assuming the use of Windows administrative command prompts; provide equivalent Linux shell commands where relevant.
  • Where screenshots or UI steps are shown, clarify if/when they differ for Linux environments.
  • Expand on Linux-specific troubleshooting and automation scenarios to match the depth given for Windows.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets