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
Summary
The documentation provides both Azure CLI and PowerShell examples for configuring VM vCore customization. However, the PowerShell section is presented immediately after the CLI section, and the PowerShell example is detailed and uses Windows-centric terminology (e.g., PowerShell SDK objects). The CLI example uses a Linux image (Ubuntu2204), but there is no explicit Linux/macOS shell example or mention of Bash scripting. The documentation refers to SQL Server as a licensing example, which is Windows-centric, but this is not flagged as bias since SQL Server is also available on Linux. Overall, the documentation is slightly Windows-biased in its ordering and tooling focus, but Linux users can complete all tasks using the CLI and ARM templates.
Recommendations
  • Add explicit Bash or Linux/macOS shell examples for Azure CLI usage, clarifying that CLI commands work cross-platform.
  • Consider mentioning that PowerShell is available on Linux/macOS, or provide a Bash equivalent for any PowerShell-specific steps.
  • Ensure that CLI examples are shown first or equally with PowerShell, and clarify that both methods are supported on all OSes.
  • Add a note that ARM templates and Azure CLI are fully cross-platform and suitable 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

Flagged Code Snippets