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:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation page references Azure PowerShell in the 'Next steps' section as the only example for creating an autoscaling, zone redundant application gateway, without mentioning or linking to equivalent Azure CLI (cross-platform) or ARM template instructions. There are no Linux or cross-platform command-line examples or references, and the only tooling mentioned is PowerShell, which is traditionally associated with Windows environments.
Recommendations:
  • Add links to equivalent Azure CLI tutorials or documentation for creating and managing autoscaling, zone-redundant application gateways.
  • Include ARM/Bicep template examples for infrastructure-as-code scenarios, which are platform-agnostic.
  • In the 'Next steps' section, ensure that both PowerShell and CLI options are presented, ideally with CLI listed first or alongside PowerShell to emphasize cross-platform support.
  • Explicitly mention that Azure CLI and ARM/Bicep templates can be used from Linux, macOS, and Windows, to reinforce platform neutrality.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-09-12 00:00 #109 completed ✅ Clean
2025-08-12 00:00 #78 in_progress ❌ Biased
2025-08-11 00:00 #77 completed ❌ Biased
2025-08-10 00:00 #76 completed ❌ Biased
2025-08-09 00:00 #75 completed ❌ Biased
2025-08-08 00:00 #74 completed ❌ Biased
2025-08-07 00:00 #73 completed ❌ Biased
2025-08-06 00:00 #72 completed ❌ Biased
2025-08-05 00:00 #71 completed ❌ Biased
2025-08-04 00:00 #70 in_progress ❌ Biased
2025-08-03 00:00 #69 completed ❌ Biased
2025-08-02 00:00 #68 in_progress ❌ Biased
2025-08-01 00:00 #67 completed ❌ Biased
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased