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 exclusively provides Windows-centric examples, using 'cmd.exe /c echo ...' in all code snippets and referencing Windows command-line patterns. There are no Linux or macOS shell equivalents (e.g., '/bin/bash -c ...'), nor any mention of cross-platform scripting. The documentation implicitly assumes a Windows environment for task execution, which may confuse or hinder Linux/macOS users.
Recommendations
  • Provide parallel examples using Linux shell commands (e.g., '/bin/bash -c echo ...') alongside Windows examples.
  • Explicitly state that Azure Batch supports both Windows and Linux compute nodes, and clarify any differences in task command syntax.
  • Add notes or sections addressing cross-platform considerations, such as environment variables, file paths, and shell differences.
  • Ensure sample code and GitHub references include Linux-compatible scripts and instructions.
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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