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
Summary
The documentation page exclusively provides .NET (C#) code samples and instructions, which are most commonly used on Windows platforms. There are no Linux-specific examples, alternative tools, or cross-platform guidance. The documentation implicitly assumes a Windows development environment, with no mention of how to perform these tasks on Linux or using Linux-friendly tools (e.g., CLI, Bash, Python).
Recommendations
  • Add equivalent examples using Azure CLI and/or Bash scripts to demonstrate how to manage Batch accounts and quotas on Linux.
  • Include Python SDK examples, as Python is widely used on Linux and is mentioned in the 'Next steps' section.
  • Explicitly state cross-platform compatibility of the .NET SDK and provide guidance for Linux/Mac users (e.g., using .NET Core/.NET 6+ on Linux).
  • Reference Linux-friendly authentication methods and environment setup steps.
  • Balance the order of examples so that Windows and Linux approaches are presented equally, or clarify that the .NET SDK is cross-platform.
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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 Biased Biased

Flagged Code Snippets