Document Details
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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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias primarily by referencing PowerShell and Azure Portal for management tasks, mentioning PowerShell before any Linux alternatives, and omitting explicit Linux command-line examples for cluster creation and security group management. The only CLI sample for cluster creation is deferred to a separate page, and there is no mention of Linux-specific tools or shell commands for authentication or resource management. The Python sample is cross-platform, but the overall workflow and instructions assume a Windows-centric environment.
Recommendations
- Add explicit Linux shell (bash) examples for authentication and resource management, such as using Azure CLI for security group registration and OAuth token retrieval.
- Reference Azure CLI and bash commands alongside PowerShell in all relevant sections, not just in a separate tutorial.
- Include instructions for managing Microsoft Entra security groups and application registration using Azure CLI or REST API, with Linux-friendly command syntax.
- Ensure that all screenshots and workflow descriptions are platform-neutral or provide alternatives for Linux users.
- Clarify that the Python sample is cross-platform and provide Linux-specific instructions for installing dependencies and running the sample.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
 Clean
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| 2026-01-13 00:00 | #246 | completed |
Clean
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| 2026-01-11 00:00 | #240 | completed |
Clean
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Clean
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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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| 2025-08-17 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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