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 provides only C#/.NET code samples for counting task and node states in Azure Batch, with no Linux-specific examples, CLI commands, or cross-platform scripting options. While it mentions REST and other languages, no concrete examples are given. The exclusive use of .NET code (commonly associated with Windows environments) and lack of Linux/CLI examples indicate a Windows-first and missing Linux example bias.
Recommendations
  • Add Azure CLI and Azure PowerShell examples for each operation, as both are cross-platform and widely used on Linux.
  • Include REST API usage examples with curl or HTTPie commands to demonstrate platform-agnostic approaches.
  • Provide Python SDK code samples, as Python is popular for automation on Linux.
  • Explicitly mention that the .NET SDK can be used on Linux, if relevant, and provide instructions for doing so.
  • Ensure that all code samples are balanced between Windows and Linux-friendly tools and languages.
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Scan History

Date Scan Status Result
2026-01-13 06:17 #107 completed Clean Clean
2026-01-12 00:00 #99 completed Clean Clean
2026-01-11 06:20 #98 completed Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets