Document Details
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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
missing_linux_example
Summary
The documentation exhibits Windows bias in several ways: Windows is the default or first-mentioned operating system for jumpbox VMs; Active Directory Domain Services (a Windows-centric technology) is a core component; and there is no example or guidance for deploying Linux-based equivalents (e.g., Linux jumpbox, LDAP/FreeIPA for directory services). While some artifact parameters reference Linux VM support, the overall workflow and examples are Windows-centric, and Linux alternatives are not described or prioritized.
Recommendations
- Provide explicit examples and guidance for deploying Linux jumpbox VMs, including parameter values and recommended configurations.
- Include instructions or options for using Linux-based directory services (such as LDAP or FreeIPA) as alternatives to Active Directory Domain Services.
- Ensure that artifact parameters and deployment steps equally highlight both Windows and Linux options, rather than defaulting to Windows.
- Add cross-platform PowerShell and Bash/CLI examples for blueprint deployment and management.
- Clarify which steps or components are platform-agnostic and which are Windows-specific, and provide Linux equivalents where possible.
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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| 2025-07-13 21:37 | #48 | completed |
Clean
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