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), referencing Windows tools and patterns (PowerShell cmdlets), and omitting equivalent Linux/Unix shell examples (such as Azure CLI or Bash). The PowerShell example appears before any mention of cross-platform alternatives, and no Linux-native tooling or instructions are provided for users who may not use Windows.
Recommendations
  • Add Azure CLI examples for setting allowModelOverride, as Azure CLI is cross-platform and widely used on Linux.
  • Include Bash or shell script samples to demonstrate how Linux users can perform the same operations.
  • Explicitly mention platform compatibility for each method (e.g., PowerShell is available on Windows and Linux, but Azure CLI is natively cross-platform).
  • Reorder examples to present cross-platform solutions (ARM template, Azure CLI) before platform-specific ones (PowerShell).
  • Reference Linux tools and workflows where appropriate, ensuring parity in instructions and examples.
GitHub Create Pull Request

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