Document Details
Virtual Network Reference
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
windows_first
missing_linux_example
Summary
The documentation page is generally platform-neutral but contains several instances of Windows bias. It references Windows-specific infrastructure and tools (such as KMS activation, Windows Update, and Windows Defender) without mentioning Linux equivalents or clarifying their relevance for non-Windows environments. Additionally, the only explicit example of a deployment model connection uses PowerShell (a Windows-centric tool) in the related content, and there are no Linux or cross-platform command examples provided.
Recommendations
- Where Windows-specific infrastructure (e.g., KMS, Windows Update, Windows Defender) is mentioned, clarify that these steps are only required for Windows VMs and provide equivalent guidance or a statement for Linux VMs (e.g., how to handle OS updates or security for Linux).
- In related content and examples, provide parity by including links or instructions for Linux-based management (e.g., using Azure CLI, Bash scripts, or Linux tools) alongside PowerShell/Windows examples.
- Explicitly state when a configuration step is only relevant for Windows workloads to avoid confusion for Linux users.
- Add a section or note summarizing any differences or additional considerations for Linux-based deployments, especially regarding network access for updates, diagnostics, and security.
- Review all tool and endpoint references to ensure Linux users are not left without guidance for their platform.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-15 00:00 | #254 | completed |
Biased
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| 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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| 2026-01-12 00:00 | #243 | cancelled |
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 |
 Clean
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| 2026-01-08 00:00 | #228 | cancelled |
Clean
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| 2026-01-06 18:15 | #225 | cancelled |
Clean
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| 2025-09-15 00:00 | #112 | completed |
Biased
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| 2025-08-15 00:01 | #81 | cancelled |
Biased
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| 2025-07-13 21:25 | #47 | cancelled |
Clean
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| 2025-07-13 20:48 | #44 | cancelled |
Biased
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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