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 is heavily Windows-centric, focusing exclusively on Windows environments and tooling. All setup instructions, prerequisites, and command-line examples use Windows-specific tools (PowerShell, Device Manager, winver), with no Linux-native alternatives or parity. The documentation assumes the user is operating within Windows, even when deploying Linux workloads, and omits Linux-first workflows, commands, or troubleshooting steps.
Recommendations
  • Provide equivalent Linux-native setup and configuration instructions for GPU passthrough, including relevant Linux commands and tools (e.g., lspci, lsmod, dmesg).
  • Include Linux shell (bash) examples for deployment and GPU assignment, not just PowerShell.
  • Mention Linux tools for GPU detection and management (e.g., nvidia-smi, intel_gpu_top) alongside Windows tools.
  • Clarify which steps are Windows-only and which can be performed from within the Linux VM, and provide guidance for users who may want to manage EFLOW from a Linux host.
  • Add troubleshooting steps and verification commands for Linux environments.
  • Where possible, link to Linux documentation for GPU drivers and configuration, not just Windows/WSL-focused resources.
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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
2026-01-11 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
2025-08-22 00:01 #88 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets