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 most operations, but PowerShell (a Windows-centric tool) is consistently presented alongside or immediately after CLI. In some cases, Windows-specific image examples are shown first, and PowerShell is given equal prominence to CLI, which may create a subtle Windows-first impression. However, Linux-specific instructions and tools (such as SBInfo for Secure Boot validation) are included where relevant, and Linux images are referenced in CLI/PowerShell commands. There are no critical omissions for Linux users.
Recommendations
  • Where possible, lead with Azure CLI examples (which are cross-platform) before PowerShell, especially in sections not inherently Windows-specific.
  • When demonstrating image queries, alternate or balance the use of Windows and Linux images as examples.
  • Continue to provide explicit Linux troubleshooting and validation steps, as done with the SBInfo tool.
  • Consider adding Bash scripting examples for common automation scenarios, where appropriate.
  • Clarify in introductory sections that both Linux and Windows are fully supported, and that all examples apply to both unless otherwise noted.
GitHub Create Pull Request

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
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets