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
windows_tools
powershell_heavy
Summary
The documentation demonstrates Windows bias in several areas: Windows-related tools and patterns (PowerShell, Windows Update) are mentioned explicitly and often first, while Linux equivalents are not referenced. The DevOps integration section lists 'REST/PowerShell/CLI/templates/Terraform', placing PowerShell (a Windows-centric tool) before CLI, and the FQDN tags example uses 'Windows Update' without mentioning any Linux update services. No Linux-specific examples or tools (such as Bash, apt, yum, or Linux update tags) are provided.
Recommendations
  • Include Linux-specific examples and references, such as update services (e.g., Ubuntu, Red Hat, CentOS) alongside Windows Update in FQDN tag examples.
  • List cross-platform tools (e.g., Azure CLI, Terraform, REST) before platform-specific ones like PowerShell in DevOps integration sections.
  • Provide example commands for both PowerShell and Bash/CLI where relevant.
  • Explicitly mention Linux compatibility and use cases in feature descriptions and deployment scenarios.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean