Bias Analysis
Detected Bias Types
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Examples and instructions are consistently provided for Azure CLI and Azure PowerShell, with PowerShell being a Windows-centric tool. Where cluster creation is discussed, Docker for Windows is mentioned explicitly and equally with Mac, but Linux is not mentioned, despite being a common platform for Kubernetes. Proxy environment variable examples are given for Bash (cross-platform) and PowerShell (Windows), but no Linux-specific shell or tool examples are provided. There is no mention of Linux-native alternatives to PowerShell, nor are Linux-specific instructions or troubleshooting steps highlighted. The documentation assumes familiarity with Windows tools and patterns, and does not provide parity for Linux users in terms of example commands or environment setup.
Recommendations
- Add explicit instructions and examples for Linux users, such as using Bash or other Linux shells for environment variable configuration.
- Include references to Docker for Linux when discussing cluster creation options, not just Docker for Mac and Windows.
- Provide troubleshooting steps and environment setup examples for Linux environments, including common Linux package managers and shell usage.
- Mention Linux-native alternatives to PowerShell where appropriate, or clarify that Azure CLI is fully supported on Linux.
- Ensure that all examples and instructions are platform-neutral or include platform-specific tabs for Windows, Mac, and Linux where differences exist.
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