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 by prioritizing PowerShell examples and commands, referencing Windows-centric tools, and omitting equivalent Linux/bash examples. The cleanup section provides PowerShell commands for resource deletion without offering bash or Azure CLI alternatives, and the platform pivots are Windows-first (PowerShell, Azure CLI PowerShell) before mentioning Python. There is no explicit guidance for Linux users or parity in example coverage.
Recommendations
  • Add bash/Azure CLI examples for all resource management and cleanup tasks, especially for resource and domain deletion.
  • Ensure that platform pivots include Linux/bash options and are presented with equal prominence as PowerShell/Windows options.
  • Where PowerShell commands are given, provide equivalent Azure CLI or bash commands side-by-side.
  • Explicitly mention Linux support and provide instructions for Linux users, including installation and usage notes for Azure CLI.
  • Review included files (e.g., email-resource-management-powershell.md) to ensure Linux parity in all walkthroughs and code samples.
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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