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 both Azure CLI and PowerShell examples for configuring vCore customization, but the PowerShell section is more detailed and uses direct object manipulation, which is specific to Windows/PowerShell users. The CLI example uses Ubuntu as the image, but there is no explicit Linux shell or scripting example, nor is there parity in depth between PowerShell and CLI sections. The PowerShell example appears after the CLI, but its depth and specificity may create friction for Linux/macOS users seeking equivalent automation or scripting guidance.
Recommendations
  • Provide a Bash shell script example for Linux/macOS users that demonstrates the same VM customization using Azure CLI.
  • Ensure that CLI and PowerShell sections are equally detailed, including notes on how to script or automate the process on Linux/macOS.
  • Clarify that all features are available regardless of guest OS, and explicitly state that the CLI examples are cross-platform.
  • If possible, add a note or example for using Azure CLI in PowerShell and Bash to highlight parity.
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Scan History

Date Scan Status Result
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
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

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