Document Details
Tutorial Iot Industrial Solution Architecture
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
missing_linux_example
windows_tools
Summary
The documentation demonstrates a notable Windows bias. The deployment process creates a Windows 11 Enterprise VM by default, and all instructions for accessing and configuring the simulation environment assume Windows (RDP, Windows command prompt, WSL). There are no instructions or examples for deploying or running the solution natively on Linux or macOS, nor for connecting via SSH or using Linux-native tools. The use of WSL is suggested as a workaround for Linux tooling, but only within a Windows VM context.
Recommendations
- Provide parallel instructions for deploying the simulation and edge infrastructure on Linux VMs, including SSH access and native Linux commands.
- Offer examples for installing and running K3s, Docker containers, and the simulation directly on Linux (Ubuntu, CentOS, etc.), without requiring WSL.
- Include guidance for macOS users where feasible, especially for client-side tasks.
- Clarify which steps are OS-agnostic and which require Windows, and offer alternatives where possible.
- Consider offering an ARM template or deployment script that supports both Windows and Linux VM targets.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-12 00:00 | #99 | completed |
Biased
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| 2026-01-11 06:20 | #98 | completed |
Biased
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| 2026-01-10 00:00 | #92 | completed |
 Clean
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| 2026-01-06 22:28 | #78 | completed |
Clean
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| 2025-12-15 00:00 | #7 | completed |
Clean
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| 2025-12-14 05:05 | #6 | completed |
Clean
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