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 exhibits a Windows bias by frequently referencing Windows Server, SQL Server, and Windows-specific licensing and security update scenarios. Cost and savings calculations are repeatedly tied to Windows licensing models (e.g., Azure Hybrid Benefit, Extended Security Updates), with no mention of Linux equivalents or open-source workloads. Examples and cost breakdowns focus on Windows tools and patterns, and there are no Linux-specific migration, licensing, or security scenarios provided.
Recommendations
  • Include examples and cost breakdowns for Linux workloads, such as migration scenarios for common Linux distributions (e.g., Ubuntu, Red Hat, CentOS) and open-source databases (e.g., MySQL, PostgreSQL).
  • Discuss Azure Hybrid Benefit and Extended Security Updates in the context of Linux, clarifying which benefits apply and what alternatives exist for Linux workloads.
  • Add sections or cards that address security, management, and licensing for Linux servers, including integration with Azure services (e.g., Azure Monitor, Azure Security Center) for Linux.
  • Ensure that cost estimation and savings reports explicitly mention how Linux workloads are assessed and migrated, and provide parity in reporting and recommendations.
  • Balance references to Windows-specific tools and licensing with equivalent Linux/open-source solutions and patterns.
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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
2026-01-11 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
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