Bias Analysis
Detected Bias Types
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prioritizing PowerShell for automation examples, referencing Windows-centric tools (PowerShell, Visual Studio), and providing explicit PowerShell commands (e.g., New-Guid) without equivalent Linux or cross-platform alternatives. Linux-native tools and workflows (such as Bash, shell commands, or Linux-based GUID generation) are not mentioned or exemplified, and Windows tools are listed before cross-platform or Linux tools.
Recommendations
- Provide Linux and macOS equivalents for all PowerShell commands, such as showing how to generate a GUID using 'uuidgen' in Bash.
- Include CLI examples using Azure CLI (az), which is cross-platform, alongside or instead of PowerShell.
- List cross-platform tools (curl, Insomnia, Bruno) before Windows-specific tools (PowerShell, Visual Studio) when suggesting API query methods.
- Add explicit Linux/macOS shell examples for REST API calls and authentication steps.
- Clarify that all steps can be performed on Linux/macOS, and highlight any platform-specific differences.
- Where screenshots show Windows UI, consider adding notes or screenshots for Linux/macOS environments if relevant.
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