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 Server migration scenarios, mentioning Windows-specific features (such as Azure Hybrid Benefit for Windows Server licenses and the Windows OS upgrade process), and providing detailed guidance and tooling for Windows workloads. There is a lack of explicit Linux migration examples, Linux-specific tooling, or parity in OS upgrade guidance for Linux servers. Windows tools and patterns (e.g., Custom Script Extension for Windows, Windows Server end-of-support incentives) are described in detail, while Linux equivalents are either omitted or mentioned only briefly.
Recommendations
  • Add explicit examples and guidance for migrating Linux servers, including common Linux distributions and their specific considerations.
  • Provide parity in OS upgrade documentation for Linux (e.g., guidance for in-place upgrades or migration of Linux VMs, including supported distributions and tooling).
  • Mention Linux-specific migration blockers, compatibility checks, and remediation steps alongside Windows examples.
  • Include references to Linux tools and extensions (e.g., Custom Script Extension for Linux, supported automation scripts) where relevant.
  • Ensure cost optimization guidance covers Linux licensing/subscription scenarios with equal detail as Windows.
  • Balance the order of presentation so that Linux and Windows scenarios are introduced together, rather than Windows-first.
GitHub Create Pull Request

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 Biased Biased
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