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 provides both Windows and Linux guidance for onboarding hybrid machines to Azure Arc at scale, but there is a mild Windows bias. Windows/PowerShell tools and examples are often mentioned first, and there are more explicit references to Windows-specific tooling (e.g., PowerShell, Windows PowerShell script limitations). While Linux is supported and referenced throughout, Windows-centric patterns and terminology are slightly prioritized.
Recommendations
  • Alternate the order of Windows and Linux references/examples to avoid Windows-first bias.
  • Explicitly show Linux Bash/CLI examples alongside PowerShell examples, especially in the 'Install the agent and connect to Azure' section.
  • Clarify that both .ps1 (Windows) and .sh (Linux) scripts are generated and supported, and provide sample Linux script snippets.
  • Add troubleshooting notes relevant to Linux environments.
  • Ensure parity in automation tool recommendations (mention Ansible, shell scripts, etc., not just PowerShell).
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Scan History

Date Scan Status Result
2026-01-22 01:38 #287 completed Clean Clean
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets