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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation references PowerShell and Resource Manager templates for cluster creation, but does not provide Linux/CLI examples or mention cross-platform tools like Azure CLI. Windows-centric tooling is mentioned first, and there is no parity in instructions for Linux users.
Recommendations:
  • Add equivalent examples using Azure CLI for Linux/macOS users when discussing cluster creation.
  • Avoid mentioning PowerShell or Windows-specific tools first; instead, present cross-platform or Linux-native options alongside or before Windows tools.
  • Include explicit instructions or links for performing the same configuration steps from Linux environments.
  • Clarify that Resource Manager templates can be deployed from any OS, not just Windows, and provide examples using cross-platform deployment methods.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-09-06 00:00 #103 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased