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. Most examples for resource cleanup use PowerShell commands, which are Windows-centric, and there are no equivalent Linux shell (bash) examples provided. The Azure CLI example is present but only for deleting the main communication resource, while all other cleanup operations (email service, domain) are shown exclusively with PowerShell. The structure and order of examples also prioritize Windows tools and patterns.
Recommendations
  • Provide bash/Azure CLI examples for all resource management and cleanup operations, not just for deleting the main communication resource.
  • Ensure that Linux-friendly commands (e.g., az CLI) are presented alongside or before PowerShell examples.
  • Explicitly mention cross-platform compatibility and clarify which commands work on Windows, Linux, and macOS.
  • Add a section or pivot for Linux/macOS users, demonstrating equivalent workflows using bash and Azure CLI.
  • Review included files (e.g., email-resource-management-powershell.md) to ensure Linux parity in all referenced content.
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Scan History

Date Scan Status Result
2026-01-16 00:00 #258 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets