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
minor_windows_tools
Summary
The documentation provides both Azure CLI and PowerShell examples for configuring VM vCore customization, but PowerShell (a Windows-centric tool) is given its own section and detailed example. The CLI example uses Ubuntu as the image, showing Linux applicability, but the PowerShell section appears before ARM template automation and is presented as a primary method. There is a slight Windows-first ordering in the examples and tool references, but Linux users can fully complete the tasks using CLI, ARM templates, and the portal.
Recommendations
  • Add explicit Bash or shell scripting examples for Linux users, especially for automation scenarios.
  • Clarify that Azure CLI commands work cross-platform (Windows, Linux, macOS) and highlight this in the CLI section.
  • Consider reordering sections so that cross-platform tools (CLI, ARM templates) appear before Windows-specific tools (PowerShell).
  • Add a note in the PowerShell section indicating its Windows-centric nature and suggest CLI for Linux/macOS users.
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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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