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
Summary
The documentation is focused on GPU usage in AKS Linux node pools, but in the 'Before you begin' section, Windows tooling (Azure PowerShell) and the Azure portal are mentioned alongside the Azure CLI as ways to create a cluster, with PowerShell listed before the portal. However, all actual examples and instructions are Linux-centric, using Azure CLI and kubectl, and there are no PowerShell or Windows-specific commands or tools used for the main workflow.
Recommendations
  • In the 'Before you begin' section, list Linux-friendly tools (Azure CLI, portal) before Windows-specific tools (PowerShell), or clarify that PowerShell is primarily for Windows users.
  • Consider adding a note that all subsequent examples assume a Linux environment and Azure CLI usage.
  • If PowerShell is mentioned, provide parity by linking to Linux shell equivalents or clarify its scope.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #401 in_progress Clean Clean
2026-02-18 00:00 #397 in_progress Clean Clean
2026-02-17 00:00 #393 in_progress Clean Clean
2026-02-16 00:00 #389 in_progress Clean Clean
2026-02-15 00:00 #385 in_progress Clean Clean
2026-02-14 00:00 #381 in_progress Clean Clean
2026-02-13 00:00 #377 in_progress Clean Clean
2026-02-12 00:00 #373 in_progress Clean Clean
2026-02-11 00:00 #369 in_progress Clean Clean
2026-02-10 00:00 #365 completed Biased Biased
2026-02-09 00:00 #361 completed Clean Clean
2026-02-08 00:00 #357 completed Clean Clean
2026-02-05 00:00 #345 completed Clean Clean
2026-02-04 00:00 #341 completed Clean Clean
2026-02-03 00:00 #337 completed Clean Clean
2026-02-02 00:00 #333 completed Clean Clean
2026-02-01 00:00 #329 completed Clean Clean
2026-01-31 00:00 #325 completed Clean Clean
2026-01-30 00:00 #321 completed Clean Clean
2026-01-14 00:00 #253 completed Clean Clean
2026-01-13 00:00 #249 completed Biased Biased

Flagged Code Snippets