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
Summary
The documentation page demonstrates a mild Windows bias, primarily by referencing the Az PowerShell module as the only command-line SDK example and listing it before mentioning .NET and Python SDKs. There are no explicit Linux CLI (e.g., Azure CLI) examples or references, and no mention of Linux-specific tools or workflows. While the page does mention improved auto-shutdown for both Windows and Linux, the SDK/tooling focus is Windows-centric.
Recommendations
  • Include Azure CLI examples alongside or before PowerShell examples when discussing SDKs or automation.
  • Explicitly mention Linux compatibility and provide Linux command-line usage patterns where relevant.
  • Reference cross-platform tools (e.g., Azure CLI) in addition to Windows-centric tools (e.g., PowerShell).
  • Ensure that any SDK or automation guidance is not presented as PowerShell-first; consider listing Python, .NET, and CLI options equally.
  • Add links or notes about managing Azure Lab Services from Linux environments.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased