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
Summary
The documentation demonstrates a mild Windows bias. In the architecture section, the link for 'availability sets' points specifically to the Windows VM tutorial, rather than a neutral or Linux equivalent. There are no explicit Linux examples or references, and the only database example given is SQL Server (a Microsoft/Windows-centric technology). However, there are no PowerShell-heavy examples or CLI commands, and the content is generally high-level and conceptual.
Recommendations
  • When referencing availability sets or other Azure VM features, link to documentation that covers both Windows and Linux, or provide both links.
  • Include examples or references for Linux-based workloads (e.g., mention MySQL/PostgreSQL as alternative database tiers, or reference Linux VM documentation).
  • If providing architecture diagrams or walkthroughs, ensure at least one example uses Linux VMs or open-source stacks.
  • Avoid using only Windows-centric technologies (like SQL Server) in examples; provide parity with common Linux/open-source solutions.
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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 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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased