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_tools
windows_first
missing_linux_example
powershell_heavy
Summary
The documentation demonstrates a Windows bias, especially in the ASP.NET assessment flow. It references Windows-specific requirements (e.g., Windows node pools for ASP.NET apps), optimization of Windows Dockerfiles, and does not provide equivalent Linux-focused examples or guidance. The cost breakdown and node pool recommendations are Windows-centric for ASP.NET, with no mention of Linux containers or node pools for .NET Core or Java apps. Linux tools, patterns, or examples are missing, and Windows-specific guidance is presented first or exclusively.
Recommendations
  • Add explicit guidance and examples for Linux-based ASP.NET Core apps, including assessment flows and AKS node pool recommendations.
  • Include Linux container optimization resources alongside Windows Dockerfile optimization.
  • Clarify when Windows nodes are required and when Linux nodes can be used, especially for .NET Core and Java workloads.
  • Provide parity in screenshots and step-by-step instructions for Linux/macOS users.
  • Reference Linux tools and command-line patterns where relevant, not just Windows-centric approaches.
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
2026-01-11 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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased