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 Windows bias by providing a PowerShell example (which is Windows-centric) and referencing Windows tools and patterns (e.g., PowerShell cmdlets) without offering equivalent Linux/bash/CLI examples. The PowerShell example appears before any mention of cross-platform alternatives, and there is no Azure CLI or bash script example for Linux users. The SDK example is in C#, which is also more common in Windows environments. No Linux-specific guidance or parity is provided.
Recommendations
  • Add Azure CLI examples for setting allowModelOverride, as Azure CLI is cross-platform and preferred by many Linux users.
  • Include bash script samples for deployment scenarios, demonstrating how Linux users can automate these tasks.
  • Explicitly mention cross-platform tools and workflows, and clarify which steps are OS-agnostic.
  • Consider adding Python SDK examples alongside C# to improve language and platform diversity.
  • Reorder examples so that cross-platform solutions (ARM template, Azure CLI) are presented before Windows-specific tools (PowerShell).
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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
2026-01-12 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets