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
windows_tools
windows_first
missing_linux_example
Summary
The documentation page exhibits a Windows bias by referencing Windows PowerShell as the only CLI example for checking role status, listing PowerShell and Visual Studio as deployment options without mentioning Linux equivalents (such as Azure CLI or VS Code), and failing to provide Linux-specific instructions or examples. The order of deployment options also places Windows-centric tools before cross-platform or Linux-native alternatives.
Recommendations
  • Add Azure CLI examples for checking role status and performing swaps, as Azure CLI is cross-platform and widely used on Linux.
  • Include deployment instructions for Linux users, such as using Azure CLI, Bash scripts, or VS Code.
  • Reorder deployment options to list cross-platform tools (Azure portal, ARM template, Azure CLI) before Windows-specific tools (PowerShell, Visual Studio).
  • Explicitly mention that all operations can be performed from Linux or macOS environments using Azure CLI or REST API.
  • Provide links to Linux setup guides for Azure CLI and VS Code.
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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

Flagged Code Snippets