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
⚠️ windows_first
Summary:
The documentation page exhibits a Windows bias by referencing Azure PowerShell as the only example for creating an autoscaling, zone redundant application gateway with a reserved virtual IP address. There are no equivalent instructions or links for Linux users (e.g., Azure CLI, ARM templates, or Bicep). The 'Next steps' section specifically highlights a PowerShell tutorial, implicitly prioritizing Windows tooling and workflows.
Recommendations:
  • Add equivalent Linux-friendly instructions and links, such as tutorials using Azure CLI, ARM templates, or Bicep, alongside the PowerShell example.
  • In the 'Next steps' section, provide parallel links for both PowerShell and Azure CLI (and/or ARM/Bicep) to ensure users on all platforms have clear guidance.
  • Review the documentation for any implicit assumptions about the user's operating system and strive for neutral, cross-platform language and examples.
  • Consider a table or section comparing how to perform key tasks (like autoscaling configuration) using different tools (PowerShell, CLI, ARM, Bicep) to promote parity.
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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