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 as the only example for creating an autoscaling, zone-redundant application gateway, without mentioning or linking to equivalent instructions for Linux users (such as Azure CLI or ARM templates). This suggests a bias towards Windows tooling and may make it less accessible for users on Linux or macOS platforms.
Recommendations:
  • Provide equivalent examples and tutorials using Azure CLI, which is cross-platform and widely used on Linux.
  • Include references or links to ARM/Bicep template-based deployment guides for users who prefer declarative infrastructure.
  • When listing 'Next steps' or providing code samples, ensure that both PowerShell and CLI (and/or template) options are presented side-by-side or with clear links.
  • Explicitly mention that Azure PowerShell is available cross-platform, but also clarify when instructions are Windows-specific.
  • Audit other documentation pages linked from this one to ensure Linux parity is maintained throughout the user journey.
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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