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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a notable Windows bias. Feature registration is shown only using PowerShell and Azure portal, with no Azure CLI or Bash example. The ARM template exclusively provisions Windows VMs (Windows image, osType: Windows), with no mention of Linux alternatives. The RBAC and resource clean-up instructions use Azure portal and Azure CLI, but the initial registration step omits CLI/Bash. Overall, Linux users are not provided with equivalent examples or guidance.
Recommendations
  • Add Azure CLI/Bash examples for feature registration alongside PowerShell.
  • Provide ARM template snippets or guidance for deploying Linux-based fleets (e.g., Ubuntu, CentOS images, osType: Linux).
  • Ensure examples and instructions are presented in a cross-platform manner, or explicitly note platform-specific steps.
  • Consider showing CLI examples before or alongside PowerShell to avoid Windows-first perception.
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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
2026-01-12 00:00 #243 cancelled 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets