Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias. All code examples use PowerShell, and the 'Platform' parameter is always set to 'Windows' in sample configurations. File paths in examples use Windows-style paths (e.g., C:\Local\Path\To\Package), and there are no equivalent Linux/Bash examples or Linux file paths. Windows-specific tools and cmdlets (e.g., New-GUID, Get-AzUserAssignedIdentity) are used exclusively, and references to Linux are minimal and only in passing (such as mentioning required agent versions).
Recommendations
  • Provide equivalent Linux/Bash examples for all PowerShell code snippets, including how to set variables, generate GUIDs, and interact with Azure resources using CLI or Bash.
  • Show examples where the 'Platform' parameter is set to 'Linux', and use Linux-style file paths (e.g., /home/user/package) in those examples.
  • Mention and demonstrate the use of Azure CLI as an alternative to PowerShell for relevant operations.
  • Clarify any differences in workflow or prerequisites for Linux environments, such as package authoring, publishing, and assignment.
  • Ensure that references to Windows and Linux are balanced, and avoid defaulting to Windows in all examples.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-26 00:00 #92 cancelled Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets