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_first
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias. It exclusively references Windows-centric technologies such as Active Directory, Microsoft Entra Domain Services, and PowerShell. All example commands are provided in PowerShell, with no Linux shell or cross-platform alternatives. The architecture and setup instructions assume a Windows-based identity and management environment, with no mention of Linux equivalents or integration patterns.
Recommendations
- Provide equivalent Linux shell (bash) commands for administrative tasks, especially for identity management and service principal configuration.
- Discuss integration options with non-Windows identity providers (such as LDAP or MIT Kerberos) and clarify any limitations or alternatives for Linux-based environments.
- Include examples using Azure CLI, which is cross-platform, alongside or instead of PowerShell.
- Explicitly state platform requirements and limitations, and offer guidance for Linux administrators on how to interact with or manage HDInsight clusters.
- Add documentation sections or links for Linux-based workflows, tools, and troubleshooting.
Create Pull Request
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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