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 focused on Windows environments, with all setup, installation, and configuration instructions referencing Windows versions, Windows tools (Device Manager, winver), and PowerShell commands. There are no Linux-native examples or instructions, and all GPU passthrough technologies are described in the context of Windows hosts. Even when discussing Linux modules, the workflow is entirely Windows-centric, relying on WSL and Windows-specific drivers.
Recommendations
  • Provide equivalent Linux-native instructions for GPU passthrough and EFLOW deployment, where possible.
  • Include bash or Linux shell command examples alongside PowerShell commands for tasks such as querying GPU information.
  • Clarify whether any steps can be performed on a pure Linux host, or explicitly state Windows-only limitations.
  • Reference Linux tools (e.g., lspci, lsmod, nvidia-smi) for GPU identification and troubleshooting.
  • If EFLOW is strictly Windows-hosted, make this limitation clear early in the documentation and link to Linux-native IoT Edge GPU acceleration guides.
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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

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