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 moderate Windows bias. Windows tools and patterns (such as Configuration Manager, administrative command prompt, and .bat scripts) are mentioned first and in more detail. The instructions and screenshots are primarily oriented toward Windows environments, with Linux guidance provided but often as a secondary consideration. Some steps (e.g., generating the passphrase file) use Windows-specific commands without clear Linux alternatives, and the overall workflow assumes familiarity with Windows tooling.
Recommendations
  • Provide equivalent Linux-native instructions for all steps, including generating the passphrase file and managing installation files.
  • Include Linux command-line examples and screenshots where appropriate, not just Windows.
  • Mention cross-platform or Linux-first deployment tools (e.g., Ansible, Puppet, Chef) alongside or before Windows-centric tools like Configuration Manager.
  • Ensure that Linux instructions are not always presented after Windows instructions; consider parallel presentation or Linux-first sections where appropriate.
  • Clarify any steps that are Windows-only and provide explicit Linux alternatives or workarounds.
  • Expand the troubleshooting and uninstallation sections to include Linux examples, not just Windows batch scripts.
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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