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
Summary
The documentation page demonstrates a notable Windows bias, especially in the ARM template deployment section, which exclusively provides a PowerShell example and workflow. There is no Azure CLI or Bash example for ARM template deployment, making it less accessible for Linux/macOS users. Additionally, PowerShell is presented first or exclusively in several sections, and the instructions for copying/pasting code reference Windows-centric actions (right-click, paste). While the Bicep deployment section does offer both CLI and PowerShell options, the ARM template section does not, creating friction for non-Windows users.
Recommendations
  • Add Azure CLI and Bash examples for ARM template deployment alongside PowerShell.
  • Ensure instructions for copying/pasting code are platform-neutral (e.g., mention keyboard shortcuts for macOS/Linux).
  • Present CLI and PowerShell options in parallel or with equal prominence.
  • Explicitly state that both CLI and PowerShell can be used for deployments, and link to cross-platform installation guides.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-23 00:00 #290 failed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed 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

Flagged Code Snippets