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 page exhibits Windows bias by repeatedly referencing Windows Server, SQL Server, and Windows licensing costs and extended security updates as primary examples in cost and savings calculations. There is a lack of equivalent discussion or examples for Linux workloads, distributions, or licensing. Windows tools and features (such as Azure Hybrid Benefit and ESU for Windows Server) are mentioned exclusively or before any Linux alternatives, and Linux-specific migration scenarios, costs, or benefits are not addressed.
Recommendations
  • Include examples and cost breakdowns for Linux workloads (e.g., RHEL, Ubuntu, SUSE) alongside Windows Server and SQL Server.
  • Discuss Linux licensing models, support status, and migration benefits in parity with Windows examples.
  • Highlight Azure Hybrid Benefit or similar cost-saving features for Linux (if available), or clarify differences.
  • Add sections or cards that show migration strategies, cost, and savings for common Linux workloads (e.g., Apache, MySQL, PostgreSQL, Tomcat) and open source databases.
  • Ensure screenshots and sample reports show a mix of Windows and Linux servers/applications.
  • Mention security and management solutions for Linux workloads (e.g., integration with Microsoft Defender for Cloud for Linux, Azure Monitor for Linux VMs).
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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