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 as deployment options before mentioning cross-platform alternatives, and linking to queue storage documentation with Windows-specific environment variable tabs. There are no explicit Linux or CLI examples for scaling configuration, and the guidance assumes use of the Azure portal or Windows tooling.
Recommendations
  • Add explicit Azure CLI examples for scaling configuration, highlighting cross-platform usage.
  • Include Linux-specific instructions or screenshots where relevant, especially for deployment and management tasks.
  • Reorder deployment options to list cross-platform tools (e.g., Azure CLI, ARM templates) before Windows-only tools (PowerShell, Visual Studio).
  • Ensure referenced documentation (such as queue storage quickstarts) includes Linux tabs/examples and links to them directly.
  • Clarify that scaling operations can be performed from any OS using supported cross-platform tools.
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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