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
windows_first
missing_linux_example
Summary
The documentation exclusively describes using the Azure Portal GUI for all steps, with no mention of command-line alternatives such as Azure CLI, PowerShell, or automation scripts. This approach implicitly favors Windows users, as the Azure Portal is most commonly accessed from Windows environments and GUI workflows are typically associated with Windows. There are no examples or instructions for Linux users or those preferring CLI-based workflows, which are common in Linux environments.
Recommendations
  • Add equivalent instructions using Azure CLI for all major steps (exporting templates, deploying resources, deleting domains/resource groups).
  • Include PowerShell examples for parity, but ensure Azure CLI instructions are presented first or alongside PowerShell to avoid Windows-first bias.
  • Explicitly mention that all steps can be performed from Linux, macOS, or Windows using Azure CLI or PowerShell.
  • Provide sample commands for common tasks (template export, deployment, resource deletion) using CLI tools.
  • Add a section on automation and scripting for cross-platform users.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets