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 Windows-based examples in both the REST API and SDK (C#) sections. The image references, node agent SKUs, and configuration properties are all tailored to Windows (e.g., 'MicrosoftWindowsServer', 'batch.node.windows amd64', 'windowsConfiguration'). There are no Linux equivalents or examples, nor is there mention of Linux-specific configuration options or agent SKUs. Windows terminology and tools are used throughout, with no parity for Linux users.
Recommendations
  • Add Linux-based examples for both REST API and SDK sections, including image references (e.g., 'Canonical', 'UbuntuServer'), node agent SKUs (e.g., 'batch.node.ubuntu 20.04'), and relevant configuration properties.
  • Include documentation and guidance for configuring pools with Linux OS images, such as specifying 'linuxConfiguration' in the pool definition.
  • Mention Linux-specific considerations, such as patching and upgrade mechanisms, and clarify any differences in upgrade behavior between Windows and Linux pools.
  • Ensure that both Windows and Linux options are presented side-by-side or in parallel, rather than Windows-first or Windows-only.
  • Review and update FAQs and requirements to include Linux scenarios and terminology.
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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