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 using Windows command-line examples (cmd.exe /c echo ...) in all code samples, without providing Linux or cross-platform alternatives. Windows tools and patterns (cmd.exe) are mentioned exclusively, and there is no reference to Linux shells (bash/sh) or their usage. The documentation does not acknowledge or demonstrate how to configure or run tasks using Linux commands, which are common in Azure Batch workloads, especially for big data and HPC scenarios.
Recommendations
  • Provide equivalent Linux shell examples (e.g., bash -c 'echo ...') alongside Windows cmd.exe examples in all code snippets.
  • Explicitly mention that Azure Batch supports both Windows and Linux compute nodes, and clarify how task commands should be specified for each OS.
  • Add a section or note describing OS-specific considerations for task commands, including how to detect or specify the target OS.
  • Ensure that sample projects and linked resources include Linux usage and examples.
  • Avoid using only Windows-centric terminology (cmd.exe) when describing generic task execution; use neutral language or mention both platforms.
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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