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 is heavily Windows-centric, with all examples, templates, and verification steps focused exclusively on Windows Server and Windows 10 VMs. Only Windows tools (e.g., Local Group Policy Editor, PowerShell, NTLM policy) are mentioned, and there are no instructions or examples for Linux or non-Windows environments. The ARM template provisions only Windows VMs, and the deployment instructions use PowerShell exclusively.
Recommendations
  • Add explicit guidance for configuring Kerberos authentication with Linux VMs, including supported distributions and any required configuration steps.
  • Provide ARM template parameters/examples for deploying Linux domain controllers (e.g., Samba/SSSD) and Linux client VMs.
  • Include verification steps for Kerberos authentication on Linux (e.g., using kinit, checking /etc/krb5.conf, or using Linux log files).
  • Offer CLI examples using Azure CLI or Bash, not just PowerShell.
  • Reference cross-platform Kerberos documentation, not only Windows Server docs.
GitHub Create Pull Request

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