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, which are most commonly used in Windows environments. There is no mention of Linux-specific tools, patterns, or equivalent code samples for Linux platforms (e.g., Bash, CLI, Python). The documentation assumes a Windows-centric development workflow, with no guidance for Linux users or cross-platform scenarios.
Recommendations
  • Add equivalent code samples using Azure CLI and Bash scripts to demonstrate how to manage Batch accounts and quotas from Linux environments.
  • Include Python examples, as Python is widely used cross-platform and is referenced in the 'Next steps' section.
  • Explicitly mention that the .NET library can be used on Linux and macOS via .NET Core/6+, and provide setup instructions for those platforms.
  • Reference Linux-friendly authentication workflows (e.g., using environment variables for credentials, using az login from CLI).
  • Balance the documentation by presenting both Windows and Linux approaches side-by-side, or clearly indicate platform-agnostic steps.
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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