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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates Windows bias by prioritizing Windows-centric tools and workflows. Examples include referencing PowerShell and Visual Studio before Linux alternatives, using Windows-specific tabs in linked resources, and omitting explicit Linux CLI or cross-platform instructions for scaling operations. There are no Linux-specific examples or mentions of Linux tools (such as Bash or Azure CLI on Linux), and the workflow assumes familiarity with Windows environments.
Recommendations
  • Add explicit examples for scaling operations using Azure CLI on Linux and macOS.
  • Include Bash script examples alongside PowerShell instructions.
  • Reference cross-platform tools (such as Azure CLI) before or alongside Windows-specific tools like PowerShell and Visual Studio.
  • Ensure linked resources and quickstarts include Linux tabs or instructions.
  • Clarify that the Azure portal and Azure CLI are available on all major OS platforms, and provide parity in screenshots and step-by-step guides.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased