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 exclusively uses Azure PowerShell commands to demonstrate how to configure Traffic Manager and App Service Environments. There are no examples or references to equivalent steps using Azure CLI, Bash, or other cross-platform tools. The only automation approach shown is PowerShell, which is most commonly associated with Windows environments. This creates a bias toward Windows users and may hinder Linux/macOS users or those who prefer cross-platform tooling.
Recommendations
  • Provide equivalent Azure CLI (az) command examples alongside the PowerShell examples for all resource creation and configuration steps.
  • Explicitly mention that all steps can be performed from Linux/macOS using Azure CLI or the Azure Portal, and provide links or brief instructions.
  • Include Bash script snippets or references for DNS lookups and other command-line tasks, not just screenshots.
  • Reorganize sections so that cross-platform tools (Azure CLI, Portal) are mentioned before or alongside PowerShell, rather than PowerShell being the only or primary method.
  • Add a note clarifying that PowerShell is available on Linux/macOS, but highlight the availability and parity of Azure CLI for users on all platforms.
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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