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 primarily by providing only Windows-centric examples (e.g., C# SDK using a Windows VM image), referencing Windows VM images and node agent SKUs, and omitting Linux-specific examples or guidance. The first and only code sample uses Windows VM configuration, and there is no mention of Linux VM images, node agent SKUs for Linux, or Linux/macOS command-line tools. This may create friction for users managing Linux-based Batch pools.
Recommendations
  • Add parallel examples for updating pool properties using Linux VM images and node agent SKUs.
  • Include code samples using Linux/macOS tools (e.g., Azure CLI, Bash scripts) alongside C# SDK examples.
  • Explicitly mention Linux pool configuration options and provide REST API payloads for Linux VM images.
  • Ensure documentation references both Windows and Linux options equally, and avoid defaulting to Windows in examples.
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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