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_windows_example
windows_tools
Summary
The documentation provides a balanced overview of both Windows and Linux support for container workloads on Azure Batch, but there is a subtle Windows bias in the ordering and some details. Windows is mentioned first in the supported VM images section, and Windows-specific notes (such as ephemeral disk mapping and multicore VM recommendations) are given prominent placement. However, all code examples (Python and C#) use Linux images (Ubuntu) and do not show how to configure or run container workloads on Windows nodes, nor do they provide PowerShell or Windows command-line examples. Windows-specific tooling (e.g., C:\ paths, references to Windows container limitations) is mentioned, but Linux is more thoroughly covered in practical examples.
Recommendations
  • Add explicit Windows container workload examples in both Python and C# (and optionally PowerShell), showing how to configure pools with Windows container images and run Windows-based container tasks.
  • Provide parallel code snippets for both Linux and Windows scenarios, including differences in image references, node agent SKUs, and command lines.
  • Include guidance for installing and using Docker/Mirantis on Windows nodes, similar to the Linux Docker installation link.
  • Balance the ordering of sections so that Linux and Windows are presented with equal prominence, or alternate which comes first.
  • Clarify any Windows-specific limitations or requirements alongside Linux equivalents, ensuring parity in troubleshooting and configuration advice.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets