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 examples for Windows OS images (MicrosoftWindowsServer) in both REST API and SDK code samples. There is no mention or example of Linux OS images or Linux-specific configuration properties. Additionally, Windows-specific properties (such as windowsConfiguration and enableAutomaticUpdates) are discussed, while Linux equivalents are omitted. No Linux tools, patterns, or examples are provided.
Recommendations
  • Add parallel examples for Linux pools, using popular Linux OS images (e.g., Ubuntu, CentOS) in both REST API and SDK sections.
  • Include Linux-specific configuration properties and explain their usage, such as linuxConfiguration and relevant agent SKUs.
  • Mention Linux patching/update mechanisms and how Auto OS Upgrade interacts with them.
  • Ensure that any references to OS-specific settings (e.g., enableAutomaticUpdates) are balanced with Linux equivalents or notes.
  • Provide guidance for both Windows and Linux users in all code and configuration samples.
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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