Document Details
Plan Deployment
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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page exhibits several signs of Windows bias. Windows-specific deployment scenarios and credential patterns are described in detail, including Active Directory integration and credential naming conventions. PowerShell is the only scripting example provided for connectivity testing, even when targeting Linux VMs. Windows tools and endpoints (PowerShell Gallery, Visual Studio components) are listed explicitly in firewall requirements, while Linux equivalents (such as shell scripts or Linux package managers) are not discussed or are mentioned only in passing. There is a lack of Linux-specific examples, especially for scripting and system integration tasks.
Recommendations
- Provide equivalent Linux shell script examples for connectivity testing and other automation tasks, alongside PowerShell.
- Include Linux-specific credential management and integration patterns (e.g., integration with LDAP or Linux-based authentication).
- List Linux package repositories and tools (such as apt, yum, or zypper) in the firewall requirements section, similar to the Windows tools.
- Ensure that examples and instructions for both Windows and Linux deployments are presented with equal prominence and detail.
- Where Windows-specific services (Active Directory, PowerShell Gallery) are mentioned, add corresponding Linux alternatives or clarify when they are not required.
- Add explicit guidance for Linux-based deployments in sections that currently focus on Windows (e.g., credential naming, DNS integration, service account setup).
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
|
| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
|
| 2025-08-22 00:01 | #88 | completed |
Clean
|
| 2025-07-22 00:01 | #57 | completed |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|