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
windows_tools
Summary
The documentation page demonstrates bias toward Windows environments by exclusively providing .NET (C#) code samples, referencing Windows-centric tools and workflows, and omitting any Linux-specific or cross-platform guidance. There are no examples for Linux command-line usage, Bash, or alternative SDKs (such as Python or CLI), and the sample project is C#-only. The documentation assumes the reader is using Windows or a Windows-like development environment, with no mention of Linux development patterns or tools.
Recommendations
  • Add equivalent code samples using Bash, Azure CLI, or PowerShell Core (cross-platform) to illustrate how Batch account management can be automated from Linux environments.
  • Include references to Python SDK usage for Batch Management, as Python is widely used on Linux.
  • Explicitly mention that the .NET library and Azure SDKs are cross-platform, and provide instructions for installing and running them on Linux.
  • Provide links to Linux-specific setup guides for Azure development, including authentication and environment configuration.
  • Ensure that sample projects and code snippets are available in multiple languages (e.g., Python, Bash, CLI) and not just C#.
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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