Bias Analysis
Detected Bias Types
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation provides only PowerShell-based examples and commands for installing MetalLB and observability modules, with no Linux/macOS shell equivalents. It assumes the use of PowerShell (e.g., $variables, start-sleep), which is uncommon on Linux/macOS. This creates friction for non-Windows users attempting to follow the instructions.
Recommendations
- Provide equivalent Bash shell examples for all PowerShell commands, using standard Linux/macOS CLI syntax.
- Clarify whether commands must be run on Windows, or if they can be executed from any OS with the Azure CLI and kubectl installed.
- Replace PowerShell-specific constructs (e.g., $variables, start-sleep) with cross-platform alternatives in Bash.
- Explicitly mention OS requirements and provide guidance for Linux/macOS users where applicable.
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