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_first
⚠️ windows_tools
Summary:
The documentation page demonstrates a Windows bias by exclusively linking to a PowerShell-based tutorial for creating an autoscaling, zone-redundant Application Gateway. There are no references to Linux CLI (az CLI), Bash, or ARM template examples, and the only automation tool mentioned is Azure PowerShell, which is most commonly used on Windows platforms. This prioritizes Windows tooling and patterns, potentially excluding Linux users or those who prefer cross-platform command-line interfaces.
Recommendations:
  • Add equivalent examples and tutorials using Azure CLI (az cli), which is cross-platform and widely used on Linux and macOS.
  • Provide ARM/Bicep template examples for infrastructure-as-code scenarios, ensuring parity for users who prefer declarative provisioning.
  • When listing 'Next steps' or automation options, mention both PowerShell and CLI/Bash options, or provide a neutral, platform-agnostic example first.
  • Explicitly state that Azure PowerShell can be used on Linux/macOS, or clarify that other tools are available for non-Windows environments.
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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