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
missing_linux_example
Summary
The documentation provides detailed PowerShell examples for resizing Azure VMs, including scripts for both single VMs and VMs in availability sets. PowerShell is a Windows-centric tool, and these examples are more numerous and detailed than the Azure CLI examples, which are cross-platform. The Terraform section references both Linux and Windows resources but links only to a Windows quickstart. There are no explicit Linux-specific examples or guidance, and the PowerShell examples are presented before CLI and Terraform, reinforcing a Windows-first pattern.
Recommendations
  • Add Bash shell examples for resizing VMs using Azure CLI, highlighting Linux/macOS usage.
  • Provide parity in example detail between PowerShell and Azure CLI, including scripts for availability sets and error handling.
  • Include links to both Linux and Windows Terraform quickstarts, or provide a Linux-focused Terraform snippet.
  • Consider mentioning cross-platform tools (e.g., Bash, Python SDK) alongside PowerShell for scripting.
  • Ensure that Linux VM scenarios are explicitly referenced in code samples and explanations.
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Scan History

Date Scan Status Result
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Biased Biased
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets