Document Details
Iot Overview Solution Management
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 page demonstrates a moderate Windows bias, particularly in the CLI section for cloud-based solutions, where PowerShell examples and links are presented before Azure CLI equivalents. PowerShell is highlighted as a primary automation tool for cloud scenarios, and references to Windows-specific modules and functions (e.g., 'PowerShell functions for IoT Edge for Linux on Windows') are included. While Azure CLI is covered, its placement after PowerShell and the emphasis on PowerShell modules suggest a preference for Windows tooling and patterns.
Recommendations
- Present Azure CLI and PowerShell examples side-by-side or in parallel tabs, rather than listing PowerShell first for cloud scenarios.
- Ensure that all actions demonstrated with PowerShell have equivalent Azure CLI examples and links, especially for cloud-based management tasks.
- Avoid referencing Windows-specific modules (e.g., 'PowerShell functions for IoT Edge for Linux on Windows') without also mentioning or linking to Linux-native alternatives.
- Explicitly state cross-platform support for all CLI tools and clarify when examples are platform-agnostic.
- Consider adding a section or note highlighting best practices for Linux users and referencing Linux-native automation tools or shell scripting where appropriate.
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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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| 2026-01-11 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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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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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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