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
Summary
The documentation page lists deployment options for Azure Cloud Services (extended support) with a notable emphasis on Windows-centric tools and workflows. PowerShell and Visual Studio, both primarily Windows tools, are mentioned explicitly as deployment methods, while Linux-native options (such as Azure CLI or Bash scripting) are absent. The ordering of deployment methods also places Windows tools before more cross-platform options like ARM templates.
Recommendations
  • Add explicit instructions and examples for deploying Cloud Services (extended support) using Azure CLI and Bash, which are cross-platform and widely used on Linux/macOS.
  • Reorder deployment options to present cross-platform methods (Azure portal, Azure CLI, ARM templates) before Windows-specific tools (PowerShell, Visual Studio).
  • Include a note clarifying which deployment methods are available on Linux/macOS and provide links to relevant documentation.
  • Where PowerShell is referenced, also provide equivalent Azure CLI commands for parity.
GitHub Create Pull Request

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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased