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
windows_tools
Summary
The documentation is generally cross-platform, but there are areas of Windows bias. In the 'Hybrid Connections' section, it is explicitly stated that this feature is only supported on Windows, which is a product limitation and not a documentation bias. However, in the 'Virtual network triggers (non-HTTP)' section, code examples are provided for Azure CLI, Azure PowerShell, and the Azure portal, with PowerShell (a Windows-centric tool) included alongside CLI. In the subnet sizing recommendations, Windows is mentioned before Linux, and the minimum subnet size for Windows is discussed first. There are no Linux/macOS-specific command-line examples or parity in automation tooling coverage. While Linux is supported and discussed, Windows patterns and tools are often mentioned first or more prominently.
Recommendations
  • When providing automation examples, always include both Azure CLI and PowerShell, but consider showing Azure CLI (cross-platform) first, or explicitly noting parity.
  • In subnet sizing and other recommendations, present Linux and Windows requirements side-by-side or in a neutral order.
  • Where features are Windows-only (such as Hybrid Connections), clarify that this is a product limitation, not a documentation gap.
  • Add Linux/macOS-specific notes or examples where relevant, especially in automation and troubleshooting sections.
  • Ensure screenshots and UI walkthroughs are not Windows-specific unless the feature is Windows-only.
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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