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
Summary
The documentation page does not provide explicit examples or instructions that are Windows-specific, but it does exhibit subtle Windows bias by referencing the Batch .NET client library before Python in the 'Next steps' section. There are no Linux-specific examples, tools, or workflows mentioned, and the documentation does not clarify cross-platform considerations or provide parity for Linux users.
Recommendations
  • Present cross-platform SDKs and tools in a neutral or rotating order (e.g., list Python and .NET together, or alternate which is mentioned first).
  • Explicitly mention that Batch supports both Windows and Linux compute nodes, and provide links to documentation or quickstarts for both platforms.
  • Include examples or references for Linux users, such as Bash scripts or Linux command-line tools, where appropriate.
  • Highlight any platform-specific considerations (e.g., differences in application packaging or node setup between Windows and Linux).
  • Ensure that all referenced tools (such as Batch Explorer) are clearly marked as cross-platform or provide alternatives if they are Windows-only.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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