Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing the Azure portal (web UI) and omitting command-line examples. There are no examples using cross-platform tools such as Azure CLI, Bash, or PowerShell, nor are there any Linux-specific instructions. The workflow assumes use of the graphical portal, which is more common on Windows, and does not provide parity for users who prefer or require command-line automation, typical in Linux environments.
Recommendations
- Add Azure CLI command examples for all steps, especially for app registration, service principal creation, and role assignment.
- Include Bash script snippets for updating AKS credentials and provisioning service principals.
- Explicitly mention that all steps can be performed from Linux, macOS, or Windows, and provide platform-agnostic instructions.
- Where the Azure portal is referenced, provide equivalent CLI commands as alternatives.
- If PowerShell is used, ensure Bash or Azure CLI equivalents are always provided.
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