Document Details
Apache Domain Joined Architecture
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_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias. It exclusively references Windows-centric technologies (Active Directory, Microsoft Entra Domain Services), and all example commands are given in PowerShell, with no Linux shell or cross-platform alternatives. Windows tools and patterns (such as PowerShell modules and service principals) are mentioned without reference to Linux equivalents or how Linux administrators might perform similar tasks. The documentation assumes a Windows-based environment and omits guidance for Linux-based workflows or tools.
Recommendations
- Provide equivalent Linux shell (bash) commands or scripts for all PowerShell examples, where possible.
- Mention and document how Linux administrators can interact with Azure HDInsight security features, including any available CLI tools (e.g., Azure CLI) or REST APIs.
- Clarify whether the described procedures are platform-agnostic or specific to Windows, and offer alternative steps for Linux environments.
- Include references to open-source identity providers or integration patterns that may be relevant for Linux-heavy organizations.
- Add explicit notes about platform requirements and limitations, and suggest cross-platform best practices for managing HDInsight security.
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Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-16 00:00 | #52 | completed |
Biased
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| 2025-07-13 21:37 | #48 | completed |
Biased
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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