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 Windows bias by providing troubleshooting steps and examples that reference PowerShell scripts for VM deployment, without mentioning or providing equivalent instructions for Linux users (e.g., Azure CLI or Bash). Windows tooling (PowerShell) is mentioned as the default method for ARM template deployment, and no Linux-specific tools or examples are offered.
Recommendations
  • Include Azure CLI and Bash examples alongside PowerShell instructions for ARM template deployment.
  • Explicitly mention cross-platform tools and provide parity in troubleshooting steps for both Windows and Linux users.
  • Reorder examples so that Windows and Linux methods are presented together, or alternate which is presented first.
  • Add notes or links to Linux-specific documentation where relevant.
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
2026-01-11 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets