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
powershell_heavy
windows_first
Summary
The documentation is focused on Linux VM GPU driver installation, but includes PowerShell examples alongside Azure CLI and ARM template examples. In several sections, PowerShell is presented before Azure CLI, which is more native to Linux environments. There is also a mention of a Windows extension, but it is clearly separated and not the main topic. All troubleshooting and manual steps are Linux-centric, and Linux tools and commands are used throughout.
Recommendations
  • Present Azure CLI examples before PowerShell, as Azure CLI is the primary cross-platform tool and more relevant for Linux users.
  • Clearly indicate that PowerShell is optional and primarily for users on Windows or those who prefer it, while Azure CLI is recommended for Linux/macOS.
  • Consider adding Bash script examples for common deployment scenarios, since Bash is native to Linux.
  • Review the order of example sections to ensure Linux-native tools are prioritized.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #400 in_progress Biased Biased
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets