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
Summary
The documentation provides both Azure CLI and PowerShell examples for deploying Premium SSD v2 disks, but the CLI examples default to Windows VM images (e.g., 'Win2016Datacenter') and use Windows-centric parameters (admin password, username, etc.). PowerShell is featured equally alongside CLI, and all scripts use Windows images by default. There are no explicit Linux VM deployment examples, and the documentation does not mention or show how to deploy or attach Premium SSD v2 disks to Linux VMs, nor does it show Linux-specific parameters or considerations. This creates a subtle but notable Windows bias, especially in the example scripts.
Recommendations
  • Add explicit Linux VM deployment examples using popular Linux images (e.g., Ubuntu, CentOS) in the Azure CLI sections.
  • In CLI scripts, show how to set up SSH authentication for Linux VMs (e.g., using --authentication-type ssh and --ssh-key-values).
  • Clarify in each example that the disk can be attached to both Windows and Linux VMs, and provide at least one Linux-focused walkthrough.
  • When initializing variables in CLI scripts, use a Linux image (e.g., 'UbuntuLTS') as the default or show both Windows and Linux alternatives.
  • Mention any Linux-specific considerations for Premium SSD v2 disks, if applicable.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-03-10 00:00 #476 in_progress Biased Biased
2026-03-09 00:00 #472 in_progress Biased Biased
2026-03-08 00:00 #468 in_progress Biased Biased
2026-03-07 00:00 #464 in_progress Biased Biased
2026-03-06 00:00 #460 in_progress Biased Biased
2026-03-05 00:00 #456 in_progress Biased Biased
2026-03-04 00:00 #452 in_progress Biased Biased
2026-03-03 00:00 #448 in_progress Clean Clean
2026-03-02 00:00 #444 in_progress Biased Biased
2026-03-01 00:00 #440 in_progress Biased Biased
2026-02-28 00:00 #436 in_progress Biased Biased
2026-02-27 00:00 #432 in_progress Biased Biased
2026-01-14 00:00 #252 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets