Bias Analysis
Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation demonstrates a significant Windows bias. All command-line examples for provisioning bots and Teams resources use PowerShell cmdlets (e.g., New-CsOnlineApplicationInstance, Set-CsOnlineApplicationInstance, Connect-MicrosoftTeams), and there are no equivalent Bash, Linux shell, or cross-platform CLI examples. The instructions assume the use of Windows-based tools (PowerShell, Teams PowerShell module, Azure PowerShell modules) and reference the Teams Admin Center, which is primarily accessed via a browser but is often associated with Windows environments. There is no mention of Linux or macOS alternatives, nor any guidance for users on non-Windows platforms.
Recommendations
- Provide equivalent Bash or Azure CLI commands for all PowerShell cmdlets where possible, especially for resource provisioning and bot registration.
- Explicitly state platform requirements for each tool or command, and note any cross-platform compatibility (e.g., Azure CLI is cross-platform, but Teams PowerShell module may require Windows/PowerShell Core).
- Include guidance or links for installing and using PowerShell Core on Linux/macOS if PowerShell is required.
- Where Teams Admin Center or Microsoft 365 Admin Center is referenced, clarify that these are web-based and accessible from any OS.
- Add a section or callouts for Linux/macOS users, outlining any differences or additional steps needed.
- If certain operations are only possible on Windows, clearly state this limitation and, if possible, provide workarounds or alternatives.
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