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 exhibits a Windows bias by exclusively deploying the solution on a Windows 11 Enterprise VM, instructing users to connect via RDP and use Windows-specific tools (e.g., Windows Subsystem for Linux, Windows command prompt). Linux/macOS deployment options are not mentioned, and all setup instructions assume a Windows environment, with Linux only present as a subsystem within Windows. No guidance is provided for deploying the simulation or edge infrastructure directly on native Linux hosts or macOS, nor are alternative remote access methods (e.g., SSH) discussed.
Recommendations
- Provide instructions for deploying the production line simulation and edge infrastructure directly on native Linux (e.g., Ubuntu, CentOS) VMs, including container runtime and Kubernetes setup.
- Include alternative remote access instructions (e.g., SSH for Linux/macOS) alongside RDP for Windows.
- Offer parity in examples and commands for Linux/macOS users, such as direct shell commands and environment setup steps.
- Clarify which solution components are cross-platform and which are Windows-only, and suggest alternatives where possible.
- Consider providing ARM templates or deployment scripts that work for both Windows and Linux VM images.
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 |
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| 2026-01-11 00:00 | #240 | completed |
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| 2026-01-10 00:00 | #237 | completed |
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| 2026-01-09 00:34 | #234 | completed |
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| 2026-01-08 00:53 | #231 | completed |
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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 |
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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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