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
missing_linux_example
windows_tools
Summary
The documentation page exhibits several signs of Windows bias. Hybrid Connections are explicitly stated to be supported only for Windows, with Linux apps not supported. In automation and configuration examples, Azure PowerShell is presented alongside Azure CLI, but PowerShell is a Windows-centric tool. The subnet sizing recommendations for Elastic Premium plans mention Windows before Linux, and the minimum subnet size for Windows is described first. There are no Linux-specific configuration or troubleshooting examples, and the documentation does not provide parity for Linux users in areas where features are Windows-only or where Linux support is limited.
Recommendations
  • Clearly indicate feature parity and limitations for Linux throughout the documentation, especially where features are Windows-only (e.g., Hybrid Connections).
  • Provide Linux-specific examples and instructions, especially for automation and configuration (e.g., bash scripts, Azure CLI, or cross-platform tools).
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and more accessible to Linux users.
  • Where subnet sizing or other platform-specific recommendations are given, present Linux and Windows options side-by-side, rather than Windows first.
  • Add troubleshooting steps and tools relevant to Linux environments.
  • Explicitly state when a feature is not available on Linux, and suggest alternatives or workarounds if possible.
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Scan History

Date Scan Status Result
2026-02-13 00:00 #374 in_progress Biased Biased
2026-02-12 00:00 #370 in_progress Biased Biased
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased
2026-02-09 00:00 #358 completed Biased Biased
2026-02-08 00:00 #354 completed Biased Biased
2026-02-05 00:00 #342 completed Biased Biased
2026-02-04 00:00 #338 completed Biased Biased
2026-01-22 01:38 #286 completed Biased Biased
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
2025-09-16 00:00 #113 completed 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 Biased Biased

Flagged Code Snippets