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 and tooling, with all examples using PowerShell and Windows-specific commands. There are no Linux-native setup or configuration examples, and all GPU driver instructions reference Windows drivers and WSL. The documentation assumes Windows as the host and does not provide parity for Linux-only workflows or tools.
Recommendations
  • Provide equivalent Linux-native examples for GPU setup and deployment, such as bash commands and Linux tools.
  • Include instructions for configuring GPU passthrough and drivers on pure Linux hosts, not just Windows with WSL.
  • Add Linux-first sections or parallel documentation for users running Azure IoT Edge on Linux hosts.
  • Reference Linux device management tools (e.g., lspci, lsmod, nvidia-smi) alongside Windows Device Manager and PowerShell.
  • Clarify which steps are Windows-specific and which can be adapted for Linux environments.
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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