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 Windows bias by exclusively providing PowerShell examples for listing available VM sizes, referencing Windows-centric tools (PowerShell, Visual Studio) in deployment instructions, and omitting equivalent Linux/CLI examples. The ordering of deployment options also places Windows tools before cross-platform alternatives.
Recommendations
  • Add Azure CLI examples for listing available VM sizes, which are cross-platform and commonly used on Linux.
  • Include instructions for deploying Cloud Services using the Azure CLI and/or ARM templates, with explicit Linux compatibility notes.
  • Reorder deployment options to present cross-platform tools (Azure portal, CLI, templates) before Windows-specific tools (PowerShell, Visual Studio).
  • Where PowerShell is used, provide equivalent Bash/CLI commands to ensure parity for Linux users.
  • Explicitly mention platform compatibility for each tool or example, helping users choose the best option for their environment.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets