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_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation demonstrates a bias towards Windows-centric tools and patterns. It exclusively references Microsoft Entra Domain Services (formerly Azure Active Directory Domain Services), Active Directory, and related Windows authentication and management paradigms. There are no examples or guidance for Linux-native identity management (such as MIT Kerberos, OpenLDAP, or integration with Linux-based authentication systems). All security and RBAC examples are framed in terms of Windows/AD concepts, and there is no mention of Linux command-line tools or patterns for cluster management or security.
Recommendations:
  • Include equivalent guidance for organizations using Linux-native identity providers (e.g., MIT Kerberos, OpenLDAP) and describe how to integrate these with HDInsight where possible.
  • Provide examples or references for configuring HDInsight security and RBAC using Linux tools and authentication mechanisms.
  • When listing steps or options, mention Linux-based approaches alongside or before Windows/AD-based ones to avoid the impression that only Windows-centric solutions are supported.
  • Clarify whether HDInsight supports non-AD authentication and, if so, provide documentation or links for those scenarios.
  • Add sample commands or scripts using Linux shell (bash) for common administrative tasks, not just Windows/AD tools.
GitHub Create pull request

Scan History

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