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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation exhibits a moderate Windows bias. PowerShell commands are used exclusively for key administrative tasks (e.g., enabling Kerberos encryption types, registering features), with no equivalent Linux or cross-platform examples. Windows-specific tools and policies (Group Policy, registry keys) are referenced without mention of Linux alternatives. Windows terminology and features (e.g., Windows Server 2025, AD DS, SMB, NTFS privileges) are prioritized, and examples for Linux environments (such as using Linux-based AD management tools or Kerberos configuration) are missing. While some Linux/NFS scenarios are referenced, actionable steps and examples are almost entirely Windows-centric.
Recommendations
  • Provide equivalent Linux command-line examples (e.g., using ldapmodify, kadmin, or samba-tool for Kerberos/AD operations).
  • Include instructions for managing AD/Kerberos settings from Linux/macOS clients, especially for NFS and dual-protocol volumes.
  • Reference Linux tools and configuration files (e.g., /etc/krb5.conf, sssd, realmd) where relevant.
  • Present cross-platform examples side-by-side, or clearly indicate when a step is Windows-only.
  • Clarify which steps are required for Linux environments and provide links to Linux-specific documentation.
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
2025-09-14 00:00 #111 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-12 00:00 #78 cancelled Clean Clean
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Biased Biased
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Biased Biased
2025-08-02 00:00 #68 cancelled Biased Biased
2025-08-01 00:00 #67 completed Biased Biased
2025-07-31 00:00 #66 completed 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