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
windows_tools
missing_linux_example
Summary
The documentation page exhibits several instances of Windows bias. Windows and PowerShell tools are mentioned first or exclusively in multiple sections, such as the creation of service principals and script generation. PowerShell examples are provided in detail, while Linux equivalents (e.g., Bash, shell commands) are less emphasized or missing. Windows-specific tools and patterns (e.g., .ps1 scripts, PowerShell requirements) are highlighted, and Linux instructions are often referenced only as alternatives, not as primary examples.
Recommendations
  • Ensure Linux/Bash examples are provided alongside PowerShell, with equal detail and prominence.
  • Present Linux and Windows instructions in parallel, rather than listing Windows first.
  • Explicitly mention Linux tools and automation patterns (e.g., Bash scripting, Ansible) where PowerShell is discussed.
  • Include screenshots or walkthroughs for Linux onboarding, not just Windows/PowerShell.
  • Clarify any platform-specific limitations or requirements for both Windows and Linux.
  • Review and update output examples to show both .ps1 and .sh script results.
  • Avoid language that implies Windows is the default or preferred platform.
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Scan History

Date Scan Status Result
2026-01-22 01:38 #287 completed Clean Clean
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets