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 page demonstrates a clear Windows bias by focusing exclusively on Azure PowerShell for deployment and cleanup instructions, with no equivalent Azure CLI or Bash examples. The template itself is described as deploying a Windows VM, and all code samples and operational steps use PowerShell syntax. Linux tools and workflows are only mentioned in passing, and not demonstrated or prioritized.
Recommendations
  • Add Azure CLI and Bash examples alongside PowerShell for all deployment and cleanup steps.
  • Explicitly mention and demonstrate how to deploy and back up Linux VMs using ARM templates.
  • Ensure that references to tools (e.g., Azure CLI, Bash) are given equal prominence and ordering as PowerShell.
  • Provide links to Linux-specific quickstarts and tutorials where relevant.
  • Clarify in the template review section whether the template supports both Windows and Linux VMs, and if not, provide or link to a Linux VM equivalent.
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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
2026-01-12 00:00 #243 cancelled 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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets