Bias Analysis
Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation demonstrates a bias towards Windows environments, particularly in the administrator troubleshooting section, where only PowerShell commands and Windows-specific instructions are provided for resolving service principal issues. There are no equivalent Linux or cross-platform CLI examples (such as Azure CLI or Bash), and the guidance assumes the use of PowerShell and Windows tools. The troubleshooting steps and installation instructions are Windows-centric, and alternatives for Linux or macOS administrators are missing.
Recommendations
- Provide equivalent Azure CLI or Bash commands for service principal creation and troubleshooting, suitable for Linux/macOS environments.
- Include installation and usage instructions for Microsoft Graph and related tools on Linux and macOS, not just PowerShell.
- Add notes or sections clarifying cross-platform support and explicitly mention how Linux/macOS administrators can perform the same tasks.
- Ensure that code samples and troubleshooting steps are presented in a platform-neutral way, or offer both Windows and Linux/macOS alternatives side-by-side.
- Review other sections for implicit Windows-first assumptions and update language to be inclusive of all supported platforms.
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