Bias Analysis
Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation is heavily focused on Azure PowerShell, with all core examples and instructions using PowerShell cmdlets. There is no mention of Azure CLI, Bash, or Linux-native workflows for cluster creation, resource management, or credential import. The guidance assumes use of PowerShell either in Azure Cloud Shell or locally, and references Windows-specific patterns (e.g., administrative privileges, PowerShell module installation) without Linux/macOS alternatives. Linux users must adapt the instructions themselves, and may not be aware of equivalent Azure CLI commands.
Recommendations
- Add parallel Azure CLI/Bash examples for all major steps (resource group creation, AKS cluster creation, credential import, resource deletion).
- Explicitly mention that Azure Cloud Shell supports Bash as well as PowerShell, and provide links to Bash quickstarts.
- Include installation instructions for Azure CLI and kubectl on Linux/macOS.
- Where PowerShell is referenced, offer equivalent CLI commands and note cross-platform compatibility.
- Reorder or balance examples so that Linux/macOS workflows are presented alongside or before Windows/PowerShell ones.
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