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
missing_linux_example
powershell_heavy
windows_tools
Summary
The documentation page is heavily biased toward Windows environments. All examples, instructions, and templates assume Windows Server and Windows 10 VMs, with no mention of Linux equivalents. Kerberos configuration references only Windows documentation, and all automation uses PowerShell scripts and Windows-specific tools (e.g., Local Group Policy Editor, ADDSDeployment PowerShell module). There are no Linux VM deployment examples, nor guidance for configuring Kerberos authentication with Linux domain controllers or clients.
Recommendations
  • Add examples and instructions for deploying and configuring Kerberos authentication with Linux VMs (e.g., Ubuntu, CentOS) as both domain controllers and clients.
  • Provide equivalent Linux automation scripts (e.g., Bash, cloud-init) for domain join and Kerberos configuration.
  • Reference Linux Kerberos documentation (e.g., MIT Kerberos, Samba/Active Directory integration) alongside Windows resources.
  • Include guidance for verifying Kerberos authentication on Linux (e.g., using kinit, klist, and system logs).
  • Offer ARM template parameters or examples that allow selection of Linux images for domain controller and client roles.
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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
2026-01-12 00:00 #243 cancelled 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets