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 providing only a Windows-based VM image update example (using MicrosoftWindowsServer and batch.node.windows amd64), with no Linux equivalent shown. The C# SDK example exclusively references Windows images and node agent SKUs. There are no examples or explicit mentions of Linux VM images, node agent SKUs, or Linux-specific update scenarios. This may lead Linux users to feel unsupported or unclear about how to perform similar operations for Linux-based pools.
Recommendations
  • Add parallel examples for updating Linux-based pools, including Linux VM image references (e.g., Ubuntu, CentOS) and the appropriate node agent SKU (e.g., batch.node.ubuntu 20.04).
  • Explicitly mention that the update process applies to both Windows and Linux pools, and clarify any differences if they exist.
  • Where possible, provide code snippets or REST payloads for both Windows and Linux scenarios side by side.
  • Include references to Linux tools or command-line patterns (such as Bash or CLI commands) where relevant.
  • Review language throughout the documentation to ensure that Linux is not implicitly deprioritized or omitted.
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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