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Bias Analysis

Bias Types:

⚠️ powershell_heavy

⚠️ windows_first

⚠️ missing_linux_example

Summary:

The documentation demonstrates a moderate Windows bias by prioritizing PowerShell instructions and examples, referencing PowerShell cmdlets throughout, and mentioning PowerShell before Azure CLI in alternate approaches. While Azure CLI instructions are provided, there are no explicit Linux/macOS-specific examples or guidance, and the validation section only mentions PowerShell and the Azure portal, omitting CLI or cross-platform alternatives. There is an implicit assumption that users are familiar with PowerShell, which is primarily a Windows tool, despite its cross-platform support.

Recommendations:

Include explicit Linux/macOS examples and notes where CLI commands are shown, clarifying cross-platform compatibility.
In validation steps, provide Azure CLI equivalents alongside PowerShell and portal instructions.
When listing alternate approaches or tooling, alternate the order of PowerShell and Azure CLI to avoid always placing Windows tooling first.
Add brief notes or links about installing and using PowerShell on Linux/macOS, or clarify that PowerShell Core is cross-platform.
Where possible, highlight any differences or considerations for non-Windows environments (e.g., file paths, authentication methods).

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Date	Scan ID	Status	Bias Status
2025-07-12 23:44	#41	in_progress	❌ Biased
2025-07-12 00:58	#8	cancelled	✅ Clean
2025-07-10 05:06	#7	processing	✅ Clean

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