Bias Analysis
Detected Bias Types
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page exhibits a Windows bias by prioritizing PowerShell examples and Windows-centric tooling. PowerShell scripts and Azure PowerShell commands are presented first and in greater detail, with CLI/bash examples following. Uploading scripts to Azure Storage is shown only with PowerShell, and Docker volume mount examples use Windows drive letter syntax (e.g., d:/docker), with no Linux path equivalents. There is a lack of Linux-native examples for common tasks such as uploading files or mounting directories, and Windows/PowerShell tooling is referenced more frequently than Linux alternatives.
Recommendations
- Provide Linux/bash equivalents for all PowerShell script examples, especially for uploading files to Azure Storage (e.g., using az CLI or Azure Storage SDKs in bash).
- Include Docker volume mount examples using Linux path syntax (e.g., /home/user/docker:/data) alongside Windows examples.
- Present CLI/bash examples before or alongside PowerShell examples to avoid Windows-first ordering.
- Reference Linux tools and patterns (e.g., bash scripting, az CLI) equally with Windows/PowerShell tools.
- Clarify cross-platform compatibility in instructions and screenshots, noting any OS-specific differences.
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