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 exhibits a notable Windows bias. Feature registration is shown only via PowerShell and Azure portal, with no Azure CLI or Linux shell example. The ARM template exclusively provisions Windows VMs, with no mention of Linux images or configuration. The admin credentials are described in Windows-centric terms, and there are no Linux-specific instructions or parity examples. While the cleanup step uses Azure CLI (cross-platform), the critical steps for registration and deployment are Windows-focused.
Recommendations
  • Add Azure CLI (bash) instructions for resource provider registration alongside PowerShell and portal.
  • Include ARM template examples or parameters for deploying Linux-based VMs (e.g., Ubuntu, CentOS).
  • Clarify that admin credentials can be for Linux VMs and provide SSH key configuration examples.
  • Ensure examples and instructions are presented in a platform-neutral order, or alternate which platform is shown first.
  • Explicitly mention cross-platform compatibility for all steps, especially for automation and scripting.
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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