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

Bias Types:
⚠️ windows_first
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows-first bias by presenting Windows server preparation steps and examples before Linux, providing detailed PowerShell and Windows command-line instructions (with screenshots), and referencing Windows-specific tools (e.g., diskpart, registry, PowerShell) without equivalent Linux command-line examples or screenshots. Linux instructions are less detailed, with fewer concrete command examples and no screenshots, and some steps refer users to external documentation for specifics.
Recommendations:
  • Alternate the order of Windows and Linux sections or present both in parallel to avoid a Windows-first impression.
  • Provide Linux command-line examples and screenshots for key steps (e.g., checking/setting DHCP, verifying agent installation), similar to the detailed Windows examples.
  • Include Linux-specific troubleshooting tips and manual validation steps, not just references to external documentation.
  • Where Windows tools (e.g., diskpart, PowerShell) are shown, provide direct Linux equivalents (e.g., nmcli, systemctl, ip, etc.) with commands and output.
  • Ensure that all steps described for Windows (such as verifying agent installation, checking service status, or modifying boot/network settings) have clear, actionable Linux equivalents.
  • Add a summary table comparing manual steps for Windows and Linux to highlight parity and differences.
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Scan History

Date Scan ID Status Bias Status
2025-08-29 00:01 #95 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets

Get-Service -Name Dhcp Where-Object StartType -ne Automatic Set-Service -StartupType Automatic