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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
windows_first
windows_tools
windows_heavy_recommendation
Summary
The documentation page demonstrates a Windows bias primarily by emphasizing Windows as a recommended platform for running Azure IoT Edge (via EFLOW), mentioning Windows-specific tools and patterns (such as 'IoT Edge for Linux on Windows'), and placing Windows information and recommendations before or more prominently than Linux equivalents. There is a strong focus on Windows devices running Linux containers through a Microsoft-provided VM, and Windows support channels are highlighted. Linux platforms are well represented in the Tier 1 and Tier 2 tables, but Windows is repeatedly called out as a special case and the recommended approach for Windows is to run Linux in a VM, rather than supporting native Windows containers.
Recommendations
- Provide equal prominence to Linux installation and usage patterns, including direct installation instructions and troubleshooting for Linux hosts.
- Include explicit Linux-first examples and recommendations, rather than positioning Windows (via EFLOW) as the primary or recommended approach.
- Clarify and expand support channels for Linux users, ensuring that bug reporting and support instructions are not Windows-centric.
- Avoid language that positions Windows as the default or preferred platform, and ensure that Linux usage is presented as a first-class, fully supported scenario.
- If Windows containers are deprecated, provide migration guides and parity documentation for Linux container users, rather than focusing only on Windows users transitioning to EFLOW.
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 |
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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| 2025-09-16 00:00 | #113 | completed |
Clean
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| 2025-09-15 00:00 | #112 | completed |
Clean
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| 2025-09-14 00:00 | #111 | completed |
Clean
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| 2025-09-13 00:00 | #110 | completed |
Clean
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| 2025-09-12 00:00 | #109 | completed |
Clean
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| 2025-09-11 00:00 | #108 | completed |
Clean
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| 2025-09-10 00:00 | #107 | completed |
Clean
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| 2025-09-09 00:00 | #106 | completed |
Clean
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| 2025-09-08 00:00 | #105 | completed |
Clean
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| 2025-09-07 00:00 | #104 | completed |
Clean
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| 2025-09-06 00:00 | #103 | completed |
Clean
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| 2025-09-05 00:00 | #102 | completed |
Clean
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| 2025-09-04 00:00 | #101 | completed |
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| 2025-09-03 00:00 | #100 | completed |
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| 2025-08-29 00:01 | #95 | completed |
Clean
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| 2025-08-22 00:01 | #88 | completed |
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 |
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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