Bias Analysis
Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation provides several implementation examples using PowerShell scripts and references to Azure AD Conditional Access, which are typically managed via the Azure Portal or PowerShell. There are no Linux/macOS-specific CLI or automation examples (e.g., Bash, Azure CLI, REST API) for creating Conditional Access policies or managing MFA, and PowerShell is presented as the only scripting method for policy creation. Additionally, Windows-centric tools and workflows (PowerShell, Azure Portal navigation) are mentioned before any cross-platform alternatives, and Linux-native approaches are not discussed.
Recommendations
- Add equivalent Bash/Azure CLI examples for creating and managing Conditional Access policies and MFA enforcement.
- Reference REST API methods for Conditional Access policy management, which are platform-agnostic.
- Clarify that PowerShell is one option and provide links or examples for Linux/macOS users.
- Where possible, use Azure CLI for all AKS and Azure AD operations, as it is cross-platform.
- Explicitly mention that all steps can be performed from Linux/macOS using Azure CLI or REST API, and provide sample commands.
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