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) and syntax, with no mention of Linux equivalents (such as bash or sh). All code samples use 'cmd.exe /c echo ...', and there is no guidance for users running tasks on Linux-based compute nodes. The documentation also references Windows-centric patterns and does not offer parity for Linux users.
Recommendations
  • Provide equivalent Linux/bash examples alongside Windows/cmd.exe examples, e.g., 'bash -c "echo Flowers"'.
  • Explicitly mention how to configure and run tasks on Linux pools, including differences in shell invocation and exit code handling.
  • Clarify that Azure Batch supports both Windows and Linux compute nodes, and link to relevant cross-platform documentation.
  • Where command-line examples are given, present both Windows and Linux syntax side-by-side.
  • Ensure that sample projects and code snippets demonstrate cross-platform compatibility.
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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