Document Details
Service Fabric Cluster Creation Via Arm
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
windows_tools
missing_linux_example
Summary
The documentation exhibits several Windows-centric biases. PowerShell is consistently presented as the primary automation tool, with examples and instructions given before Azure CLI. Windows-specific patterns (e.g., file paths like 'c:\certificates', 'WindowsServer2016DatacenterwithContainers' as default OS) are used in both PowerShell and CLI examples, even when the CLI is cross-platform. While Ubuntu templates are mentioned, the majority of examples and variable names default to Windows conventions, and Linux/macOS-specific guidance (e.g., file paths, certificate handling) is missing. There is little to no discussion of Linux/macOS shell usage or platform-specific considerations, which may create friction for non-Windows users.
Recommendations
- Provide Linux/macOS-specific examples, including shell commands (bash/zsh) and file paths (e.g., '/home/user/certificates').
- Alternate the order of PowerShell and CLI examples, or present CLI first to emphasize cross-platform support.
- Explicitly mention platform requirements and differences (e.g., certificate formats, file system paths, OS parameter values) for both Windows and Linux clusters.
- Include troubleshooting or setup notes for Linux/macOS users (e.g., how to install Azure CLI, handle certificates, or run commands).
- Use neutral variable names and examples that do not default to Windows conventions.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 01:31 | #124 | completed |
Biased
|
| 2026-01-13 06:17 | #109 | completed |
Biased
|
| 2026-01-12 00:00 | #101 | completed |
Biased
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| 2026-01-10 00:00 | #94 | completed |
 Clean
|
| 2026-01-09 19:00 | #91 | completed |
Clean
|
| 2026-01-06 22:28 | #80 | completed |
Clean
|