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 providing only Windows-centric code examples (e.g., C#/.NET, Windows VM images, Windows command lines), referencing Windows-specific tools (cmd.exe), and presenting Windows details before Linux equivalents. Linux-specific code samples, shell commands, and VM configuration examples are missing, and Linux environment variable usage is described only after Windows. The documentation does not offer parity in examples or guidance for Linux users.
Recommendations
  • Add Linux-specific code samples, including shell (bash) command lines for task execution.
  • Include examples of pool creation using Linux VM images (e.g., Ubuntu, CentOS) in addition to Windows.
  • Show how environment variables are used in Linux tasks, with sample bash scripts referencing the application package paths.
  • Present Windows and Linux instructions side-by-side or in parallel sections to ensure equal visibility.
  • Reference cross-platform tools and APIs, and clarify any OS-specific differences in application package deployment and usage.
  • Expand documentation to include .NET alternatives (e.g., Python SDK, REST API) with Linux-focused examples.
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Scan History

Date Scan Status Result
2026-01-18 00:00 #266 completed Biased Biased
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

Flagged Code Snippets