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. This suggests a bias toward Windows/PowerShell tooling, with no Linux or cross-platform alternatives presented.
Recommendations:
  • Add links or instructions for creating an autoscaling, zone redundant application gateway using Azure CLI, which is cross-platform and widely used on Linux.
  • Include references to ARM/Bicep templates for infrastructure-as-code scenarios, which are platform-agnostic.
  • Ensure that examples and tutorials are provided for both PowerShell and CLI in the 'Next steps' section, or provide a general link to all available methods.
  • Consider reordering or grouping tooling links so that cross-platform options (CLI, ARM) are presented alongside or before PowerShell examples.
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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