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 exhibits several signs of Windows bias. Hybrid Connections are explicitly stated as only supported 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 mention Windows before Linux, and the minimum required 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 features or guidance, especially regarding Hybrid Connections and automation.
Recommendations
  • Provide explicit Linux support status and alternatives for features like Hybrid Connections, or clarify if/when Linux support is planned.
  • Offer Linux-specific examples and troubleshooting steps, especially for automation (e.g., bash scripts, Azure CLI only workflows).
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform.
  • When listing subnet sizing recommendations, present Linux and Windows requirements together or alternate the order.
  • Clearly indicate any feature limitations for Linux and suggest workarounds or equivalent Linux-compatible solutions.
  • Add notes or links to Linux documentation where relevant, ensuring Linux users can easily find guidance.
GitHub Create Pull Request

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