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 (e.g., Azure CLI, ARM templates, or Bicep). This creates a bias toward Windows users and PowerShell-centric workflows, while omitting Linux-preferred tools and examples.
Recommendations:
  • Add links to equivalent tutorials using Azure CLI, ARM templates, or Bicep for creating autoscaling, zone redundant application gateways.
  • When listing 'Next steps', ensure that both PowerShell and CLI (cross-platform) options are presented, ideally with CLI listed first or alongside PowerShell.
  • Explicitly mention that Azure CLI and ARM/Bicep templates are supported and provide references or code snippets for these tools.
  • Review the documentation for other sections where only PowerShell is referenced and add Linux-friendly alternatives.
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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