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
powershell_heavy
windows_first
windows_tools
Summary
The documentation provides parity for both Linux and Windows in most areas, especially in Azure CLI and ARM template examples. However, there is a notable bias in the PowerShell sections, where only Windows-based examples are provided (e.g., using Windows images, Windows-specific parameters, and RDP security rules). Additionally, in some PowerShell code, the Windows scenario is shown first or exclusively, and Windows-centric tools and patterns (like RDP port rules) are used without Linux equivalents. The overall structure tends to present Windows/PowerShell before Linux in some places.
Recommendations
- Add PowerShell examples for Linux VMs, including using Linux images and Linux-specific configuration (e.g., SSH port rules instead of RDP).
- Where PowerShell is shown, provide both Windows and Linux variants, or clearly indicate which OS the example applies to.
- In PowerShell network security group examples, include SSH (port 22) rules for Linux, not just RDP (port 3389) for Windows.
- When listing deployment methods or examples, alternate the order or present Linux and Windows equally, rather than defaulting to Windows/PowerShell first.
- Review all code snippets and ensure that Linux users can follow along without needing to translate Windows-specific steps.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-13 00:00 | #376 | in_progress |
Biased
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| 2026-02-12 00:00 | #372 | in_progress |
Biased
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| 2026-02-11 00:00 | #368 | in_progress |
Biased
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| 2026-02-10 00:00 | #364 | completed |
Biased
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| 2026-02-09 00:00 | #360 | completed |
Biased
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| 2026-02-08 00:00 | #356 | completed |
Biased
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| 2026-02-05 00:00 | #344 | completed |
Biased
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| 2026-02-04 00:00 | #340 | completed |
Biased
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| 2026-02-03 00:00 | #336 | completed |
Biased
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| 2026-01-07 06:10 | #227 | cancelled |
 Clean
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