Document Details
Apache Kafka Connect Vpn Gateway
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
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias. The step-by-step resource creation and configuration instructions are provided exclusively in PowerShell, with no Bash, Azure CLI, or Linux/macOS shell equivalents for critical setup tasks. While the text mentions that the VPN client can be used with both Windows and macOS, all automation and scripting examples are PowerShell-based, and the instructions for connecting to Azure and creating resources are tailored to Windows users. Only one Azure CLI snippet is provided, and it is for a minor task (listing NICs), not for the main workflow. Linux/macOS users are left to infer or translate the steps themselves, which creates friction and potential for error.
Recommendations
- Provide equivalent step-by-step instructions using Azure CLI and/or Bash scripts for all major resource creation and configuration tasks.
- Explicitly call out Linux/macOS workflows, including how to install and use the Azure CLI, and how to connect to Azure from non-Windows environments.
- Where PowerShell is used, offer side-by-side examples in Bash/Azure CLI, or link to relevant cross-platform documentation.
- Clarify any OS-specific requirements or limitations for VPN client installation and usage.
- Reorder examples so that cross-platform or Linux/macOS instructions are presented alongside or before Windows/PowerShell instructions.
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 |
 Clean
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| 2026-01-08 00:53 | #231 | completed |
Clean
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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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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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