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, with all examples using Windows-specific tools (PowerShell, Device Manager), and setup instructions referencing only Windows drivers and WSL. There are no native Linux or macOS setup instructions or command-line examples, and all deployment steps assume a Windows host environment. Linux is only referenced as the guest OS within a Windows VM, not as a first-class platform.
Recommendations
  • Add equivalent Linux-native instructions and examples for GPU passthrough and deployment, where possible.
  • Provide Linux command-line examples (e.g., bash, lspci, lsmod) for GPU detection and configuration.
  • Clarify which steps are Windows-only and provide guidance for Linux users who may want to run IoT Edge natively.
  • Include references to Linux tools and patterns (e.g., systemd, udev, Linux drivers) alongside Windows tools.
  • If EFLOW is strictly Windows-hosted, explicitly state this limitation early in the documentation.
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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