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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation page exhibits a Windows bias by providing only a Windows-based VM image example (MicrosoftWindowsServer) and node agent SKU (batch.node.windows amd64) in the code sample, with no equivalent Linux example or mention. The example uses Windows-specific values and does not demonstrate how to update a pool to use a Linux image or node agent. There is no discussion of Linux VM images, node agent SKUs, or Linux-specific considerations, and the only concrete example is for Windows. This may lead Linux users to feel unsupported or unclear about the process for Linux pools.
Recommendations:
  • Add a parallel example demonstrating how to update a pool to use a Linux VM image and the appropriate Linux node agent SKU.
  • Explicitly mention both Windows and Linux options in all relevant sections, including lists of supported publishers, offers, and SKUs.
  • In code samples, provide both Windows and Linux variants, or use a generic template with comments explaining how to substitute for either OS.
  • Include a table or section listing common Windows and Linux VM image references and node agent SKUs for Batch pools.
  • Review all examples and ensure Linux is given equal prominence and clarity as Windows.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets