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 references to Windows-centric development tools and workflows, with no mention of Linux-specific usage, cross-platform considerations, or parity in examples. All code snippets and sample projects are C#/.NET, which is most commonly associated with Windows environments, and there is no guidance for running these workflows on Linux or using Linux-native tools.
Recommendations
  • Add explicit instructions or examples for running the Batch Management .NET library on Linux, including any required dependencies or environment setup.
  • Include equivalent code samples in other cross-platform languages (e.g., Python, Java) that are commonly used on Linux.
  • Mention and demonstrate how to use the .NET CLI and SDK on Linux, including installation and usage steps.
  • Clarify that the .NET library and Azure SDKs are cross-platform, and provide troubleshooting tips for Linux users.
  • Reference Linux-compatible authentication and credential management workflows, such as using environment variables or managed identities.
  • Provide links to Linux-specific documentation or guides for Azure Batch management.
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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