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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias primarily through the exclusive use of PowerShell for key vault and certificate management steps, references to Windows-specific tools and patterns (such as RDP and 'Microsoft.Windows.Azure.Extensions'), and the absence of Linux or cross-platform CLI alternatives for these operations. The examples and instructions for resource creation and management are provided only in C# and PowerShell, with no mention of Bash, Azure CLI, or Linux-friendly workflows. This can hinder Linux users or those preferring non-Windows environments.
Recommendations
- Provide Azure CLI and Bash script examples for key vault and certificate management steps, alongside PowerShell.
- Mention Linux-compatible tools and workflows for remote access (e.g., SSH extensions) in addition to RDP.
- Ensure that all resource creation steps (resource group, storage account, network, etc.) include Azure CLI or REST API examples, not just C#.
- Reference cross-platform SDKs and tools where possible, and clarify which steps are OS-agnostic.
- Explicitly state platform requirements or limitations for each step, and provide guidance for Linux/macOS users.
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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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| 2026-01-12 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 |
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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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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