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 notable Windows bias by providing PowerShell commands for resource cleanup and management, with no equivalent Bash/Linux shell examples. The CLI examples are labeled as 'Azure CLI PowerShell' and 'Azure CLI Python', but the actual cleanup commands for Email Communication Services and Domain resources are only shown in PowerShell syntax. This creates friction for Linux/macOS users who may not have access to PowerShell or prefer native shell environments.
Recommendations
  • Provide equivalent Azure CLI commands for all resource management and cleanup tasks, especially for Email Communication Services and Domain resources.
  • Clearly separate platform-specific instructions and ensure Linux/macOS users are not required to use PowerShell.
  • Add Bash or shell script examples alongside PowerShell, and clarify which commands are cross-platform.
  • Review included files (e.g., email-resource-management-powershell.md) to ensure Linux parity in examples.
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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