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 Windows bias by exclusively providing Windows-based examples for pool provisioning (both REST API and C# SDK examples use MicrosoftWindowsServer images and Windows-specific node agent SKUs). There are no Linux equivalents or examples, and Windows configuration properties (such as enableAutomaticUpdates) are discussed without mentioning Linux alternatives. The documentation also references Windows Update and Windows-specific patching mechanisms, with no mention of Linux update or patching processes.
Recommendations
  • Add equivalent examples for Linux pools, using popular Linux images (e.g., Ubuntu, CentOS) and appropriate node agent SKUs in both REST API and SDK sections.
  • Discuss Linux-specific configuration properties and update mechanisms, such as how automatic upgrades interact with Linux distributions and package managers.
  • Ensure that references to OS images and supported features mention both Windows and Linux platforms equally, and provide links or lists for supported Linux images.
  • Where Windows tools or configuration patterns are mentioned, provide Linux equivalents or note differences in upgrade and patching processes.
  • Review FAQs and requirements to include Linux-specific considerations (e.g., how upgrades affect Linux workloads, differences in deferral or rollback behavior).
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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