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 a Windows bias by primarily referencing Windows-centric tools and patterns, such as the Batch .NET library and Application Insights integration with .NET solutions. There are no Linux-specific examples, nor is there mention of Linux command-line tools or SDKs (e.g., Python, Java) for monitoring Azure Batch. The documentation references Batch Explorer and .NET code samples, but does not provide parity for Linux users or alternative cross-platform approaches.
Recommendations
  • Include examples using cross-platform SDKs such as Python, Java, or Node.js for monitoring Batch resources.
  • Provide sample scripts for accessing diagnostic logs using Linux tools (e.g., Azure CLI, Bash, curl, jq) alongside any PowerShell or .NET examples.
  • Mention and demonstrate how to integrate Application Insights or other monitoring solutions in non-.NET environments (e.g., Python, Java).
  • Clarify Batch Explorer's platform support and offer guidance for Linux users if available.
  • Ensure that references to monitoring tools and libraries are not exclusively Windows/.NET-centric, and provide links to equivalent Linux documentation or samples.
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Scan History

Date Scan Status Result
2026-01-18 00:00 #266 completed Clean Clean
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