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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation page describes the Azure Batch workflow and resources in a platform-neutral way, but there are subtle signs of Windows bias. The workflow and examples do not mention Linux-specific considerations, tools, or patterns, and the 'Next steps' section highlights the .NET client library (commonly associated with Windows) before Python. There are no explicit Linux or cross-platform examples, nor are Linux-specific tools or shell scripting mentioned.
Recommendations:
  • Include explicit references to both Windows and Linux when discussing compute node OS selection, with examples for each.
  • Provide sample workflows or links to quickstarts for both Windows (PowerShell, .NET) and Linux (Bash, Python, etc.) environments.
  • Mention Linux-friendly tools and scripting options (e.g., Bash scripts) alongside Windows tools.
  • Ensure parity in the order of presenting SDKs and tools (e.g., list Python and .NET together or alternate their order).
  • Add a note or section highlighting cross-platform support and any OS-specific considerations for Batch tasks.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased