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 demonstrates a notable Windows bias. All code examples (REST API and C# SDK) exclusively use Windows OS images and Windows-specific node agent SKUs. There are no Linux equivalents or examples provided, nor is there guidance for Linux-specific configuration. Windows terminology and tooling (e.g., 'MicrosoftWindowsServer', 'batch.node.windows amd64', 'windowsConfiguration') are used throughout, with no mention of Linux images, agent SKUs, or configuration options.
Recommendations
  • Provide parallel examples for Linux pools, including REST API and SDK code snippets using Linux images (e.g., Ubuntu, CentOS) and Linux node agent SKUs.
  • Include documentation on Linux-specific configuration properties (such as 'linuxConfiguration') and any differences in upgrade behavior.
  • Mention Linux image publishers/offers/SKUs in supported OS images section.
  • Clarify any differences in automatic upgrade policies or requirements for Linux pools.
  • Ensure FAQs and requirements sections address Linux scenarios as well as Windows.
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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