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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. All code samples, configuration snippets, and step-by-step instructions are exclusively for Windows environments, using MS-MPI, Windows Server VM images, and Windows command-line tools (cmd.exe). The only references to Linux or Intel MPI are brief notes, with no Linux-specific code samples, installation instructions, or walkthroughs. The page assumes use of Visual Studio and Windows-centric development workflows, and does not provide parity for Linux users.
Recommendations
  • Add Linux-specific code samples using Python or Bash, demonstrating Intel MPI setup and usage.
  • Provide instructions for creating pools with Linux VM images, including relevant configuration properties.
  • Include StartTask examples for installing Intel MPI on Linux nodes, using shell commands.
  • Show equivalent multi-instance task configuration and execution commands for Linux (e.g., using mpiexec/mpirun in Bash).
  • Offer guidance for Linux-based development environments (e.g., VS Code, CLI tools) and alternative to Visual Studio.
  • Ensure that Linux examples are presented alongside Windows examples, not just as afterthoughts or notes.
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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