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
missing_linux_example
windows_tools
Summary
The documentation provides deployment instructions using PowerShell only, with no equivalent Azure CLI or Bash examples. This creates friction for Linux/macOS users who do not use PowerShell, and may not have it installed. The only command-line example for enabling public network access uses Azure CLI, but the main deployment workflow is PowerShell-centric.
Recommendations
  • Add Azure CLI and Bash examples for deploying the ARM template and cleaning up resources.
  • Present Azure CLI examples before or alongside PowerShell examples to ensure platform parity.
  • Explicitly mention that the PowerShell instructions are for Windows users, and provide guidance for Linux/macOS users.
  • Consider including a table or section comparing PowerShell and Azure CLI workflows.
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 Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets