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 Windows bias by exclusively providing examples that use Windows command-line tools (cmd.exe, echo), with no mention or examples for Linux shells or commands. All code snippets use Windows-specific patterns, and there is no guidance for users running Batch tasks on Linux nodes. The documentation implicitly assumes a Windows environment, omitting Linux equivalents and cross-platform considerations.
Recommendations
  • Add Linux shell examples (e.g., bash, sh) alongside Windows cmd.exe examples for all code snippets.
  • Explicitly mention that Azure Batch supports both Windows and Linux compute nodes, and clarify any platform-specific behaviors.
  • Provide guidance on writing cross-platform tasks, including how to specify commands for Linux nodes (e.g., using '/bin/bash -c' instead of 'cmd.exe /c').
  • Include notes or tables comparing Windows and Linux task configuration patterns.
  • Reference documentation or samples for Batch usage on Linux, and link to relevant resources.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets