Sad Tux - Windows bias detected
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

Detected Bias Types
powershell_heavy
missing_linux_example
windows_tools
windows_first
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing Azure PowerShell examples for configuring Traffic Manager and App Service Environments. There are no equivalent examples using Azure CLI, Bash, or ARM templates, which are more commonly used in Linux or cross-platform environments. The reliance on PowerShell commands and references to PowerShell-based tooling may alienate users working on Linux or macOS, or those who prefer command-line tools that are natively cross-platform.
Recommendations
  • Provide equivalent Azure CLI examples for all PowerShell scripts shown, ensuring Linux and macOS users can follow along without needing PowerShell.
  • Include Bash shell command examples where appropriate, especially for DNS lookups or domain configuration steps.
  • Reference ARM/Bicep templates or Terraform for infrastructure-as-code alternatives that are platform-agnostic.
  • Explicitly mention that all steps can be performed on Linux, macOS, or Windows, and provide links to relevant cross-platform tooling.
  • Reorder or parallelize example sections so that non-Windows approaches are presented alongside or before Windows-specific tooling.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-15 00:00 #112 completed Biased Biased
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-08-16 00:00 #82 cancelled Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean

Flagged Code Snippets