Document Details
Tutorial Mqtt Bridge
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
powershell_heavy
Summary
The documentation provides both Bash and PowerShell examples for all Azure CLI commands, ensuring parity between Linux and Windows users. However, in every case, the PowerShell tab is presented immediately after Bash, and the examples are equally detailed. There is no evidence of exclusive use of Windows tools, nor are Windows-specific patterns or tools mentioned before their Linux equivalents. The only minor bias is the consistent inclusion of PowerShell examples, which may signal a slight Windows orientation, but Linux users are fully supported. There are no missing Linux examples, and all instructions (including Kubernetes and Bicep) are platform-neutral.
Recommendations
- Consider listing Bash examples before PowerShell in tab order, or randomize tab order to avoid perceived prioritization.
- Explicitly mention that all CLI commands work on Linux, macOS, and Windows to reinforce cross-platform support.
- Add a short note at the start clarifying that both Bash and PowerShell are supported and that users should choose the tab matching their environment.
- Ensure screenshots and references to Azure Portal features are equally accessible from all platforms.
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 |
Clean
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| 2025-09-03 00:00 | #100 | completed |
Clean
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| 2025-08-29 00:01 | #95 | completed |
Clean
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| 2025-08-27 00:01 | #93 | cancelled |
Clean
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| 2025-08-22 00:01 | #88 | completed |
Clean
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| 2025-08-21 00:01 | #87 | cancelled |
Clean
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| 2025-08-20 00:01 | #86 | completed |
Clean
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| 2025-08-19 00:01 | #85 | 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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