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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: Windows configuration steps and tooling (e.g., diskpart, PowerShell) are presented first and in greater detail, with screenshots and explicit command examples. Windows-specific tools and patterns (diskpart, registry editing, PowerShell) are highlighted, while Linux equivalents are less emphasized or omitted. Linux instructions are more generic, with fewer concrete command examples and less step-by-step guidance, especially for distributions other than RedHat. There is a lack of parity in illustrative examples and troubleshooting steps for Linux compared to Windows.
Recommendations
  • Provide Linux command-line examples for all major steps, similar to the detailed Windows examples (e.g., for DHCP configuration, agent installation, network setup) and include screenshots where possible.
  • Include troubleshooting guidance and verification steps for Linux (e.g., how to check agent status, validate driver installation, confirm network configuration) in parity with Windows.
  • Present Linux and Windows instructions in parallel sections or side-by-side, rather than listing Windows first and in more detail.
  • Reference Linux tools and patterns (e.g., systemctl, nmcli, /etc/network/interfaces, journalctl) where appropriate, and provide distribution-specific instructions for common distros (Ubuntu, Debian, SUSE, etc.).
  • Expand manual preparation instructions for Linux to match the depth and clarity of the Windows section, including more explicit steps for less common distributions.
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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
2025-08-29 00:01 #95 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets