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 referencing PowerShell as the primary method for deploying VMs with ARM templates, without mentioning or providing examples for Linux-native tools (such as Azure CLI or Bash). The troubleshooting steps and examples are oriented towards Windows users, and there is no parity for Linux users in terms of command-line instructions or tool recommendations.
Recommendations
  • Include Azure CLI and Bash examples alongside PowerShell for ARM template deployments.
  • Explicitly mention cross-platform tools and provide guidance for both Windows and Linux users.
  • Add troubleshooting steps and command examples relevant to Linux environments.
  • Ensure that references to command-line tools do not assume a Windows-first workflow.
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