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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias. All command-line examples use PowerShell, including certificate creation and IIS installation. The virtual machine scale set is configured with Windows Server 2016 Datacenter by default, and only Windows-centric tools and workflows (PowerShell, IIS) are mentioned. There are no Linux equivalents or examples provided for certificate creation, backend server setup, or web server installation.
Recommendations
- Provide equivalent Linux examples for all command-line operations, such as using OpenSSL for certificate creation and Bash/Azure CLI for resource management.
- Include instructions for deploying a Linux-based VM scale set (e.g., Ubuntu) and installing a web server like Apache or Nginx.
- Offer both PowerShell and Azure CLI/Bash script options for automation steps.
- Mention Linux-compatible tools and patterns alongside Windows ones, and avoid assuming Windows as the default OS for backend servers.
- Reorder examples or provide parallel instructions so that Linux options are presented with equal prominence.
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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| 2026-01-12 00:00 | #243 | cancelled |
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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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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