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
missing_linux_example
windows_tools
Summary
The documentation page exhibits a Windows bias by exclusively using Windows Server images for the Batch pool, providing only Windows command-line examples (cmd /c type), and referencing Windows-specific tools and patterns (Visual Studio, Windows command line) without Linux equivalents or alternatives. There are no examples or instructions for using Linux compute nodes, nor are Linux shell commands or deployment patterns discussed.
Recommendations
  • Add parallel examples and instructions for creating Batch pools with Linux VM images, including code snippets for specifying Linux Marketplace images in VirtualMachineConfiguration.
  • Include Linux shell command examples (e.g., using bash and cat) for task CommandLine properties, alongside the Windows cmd examples.
  • Explicitly mention that both Windows and Linux nodes are supported, and provide guidance for choosing between them.
  • Provide instructions for building and running the app on Linux environments, such as using VS Code or command-line .NET tools, and clarify any platform-specific steps.
  • Ensure that resource file handling and output viewing examples work for both Windows and Linux nodes, and document any differences.
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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