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_tools
windows_first
missing_linux_example
Summary
The documentation is exclusively focused on Windows Server-based Guest OS families for Azure Cloud Services. All examples, configuration strings, and recommendations are for Windows Server versions (2012, 2012 R2, 2016, 2019, 2022). There is no mention of Linux-based Guest OSes, nor any guidance or examples for Linux users. Recommendations for development environments (e.g., Visual Studio) and features (e.g., .NET Framework) are Windows-centric, with no Linux alternatives or parity.
Recommendations
  • Explicitly state that Azure Cloud Services Guest OS is Windows-only, if that is the case, to avoid confusion for Linux users.
  • If Linux-based Guest OSes are supported or planned, add equivalent documentation sections for Linux families, including configuration strings, update processes, and SDK compatibility.
  • Provide guidance for cross-platform development, such as using Azure SDKs from Linux/macOS, or alternatives to Visual Studio (e.g., VS Code, CLI tools).
  • Clarify in the introduction that Linux-based workloads should use Azure Virtual Machines or other services, and link to relevant documentation.
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Clean Clean
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 Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed 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