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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prioritizing Windows-related benefits, licensing, and tooling. Windows Server and SQL Server are mentioned explicitly and repeatedly in cost and licensing sections, with detailed instructions for obtaining Extended Security Updates (ESUs) for Windows VMs. Linux is mentioned only briefly and generically, with no specific examples, benefits, or instructions provided. There are no Linux-specific scenarios, cost benefits, or operational details, and no parity in examples or guidance for Linux workloads.
Recommendations
  • Add explicit examples and instructions for Linux VMs, such as how to leverage Azure Hybrid Benefit for Linux and supported Linux distributions.
  • Include cost benefits and licensing details for Linux workloads, similar to the Windows ESU section.
  • Provide operational guidance or migration scenarios for Linux workloads, not just Windows.
  • Ensure Linux tools and patterns (e.g., SSH, Linux management consoles) are mentioned alongside or before Windows equivalents.
  • Balance references to Windows and Linux in benefits and feature lists to reflect equal support.
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Scan History

Date Scan Status Result
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
2025-09-11 00:00 #108 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
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased