Bias Analysis
Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page exhibits a Windows bias by providing extensive PowerShell examples and references, mentioning Windows-centric tools (PowerShell cmdlets) for key tasks (such as GUID generation and querying Azure AD), and presenting PowerShell instructions before Azure CLI equivalents. There are no explicit Linux shell (bash) or cross-platform scripting examples, and the use of PowerShell is assumed for automation and deployment steps. The CLI section is shorter and lacks parity in detail compared to PowerShell. Linux users are not provided with bash or shell-native alternatives for tasks like GUID generation or querying Azure AD object IDs.
Recommendations
- Add bash/Azure CLI examples for all key steps, such as querying Azure AD user/group/service principal object IDs and generating GUIDs.
- Present Azure CLI and bash examples before or alongside PowerShell examples to avoid Windows-first ordering.
- Reference cross-platform tools for GUID generation (e.g., 'uuidgen' in bash) and querying Azure AD (e.g., 'az ad user show').
- Ensure all automation steps (template deployment, role assignment) have equivalent CLI/bash instructions.
- Explicitly mention that PowerShell examples are for Windows and provide Linux/macOS alternatives.
- Balance the detail and explanation between PowerShell and CLI/bash sections.
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