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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: Windows-specific tools and examples (such as PowerShell and SQL Server on Windows) are mentioned before or instead of their Linux equivalents. In the 'Configure availability zone support' section, the PowerShell (Windows) guide is listed after the CLI (Linux) guide, but the CLI guide is explicitly labeled as 'linux', while the PowerShell guide is labeled 'windows', suggesting a separation of platform-specific instructions. Additionally, the only application example given for multi-zone resiliency is SQL Server on Windows, with no mention of Linux-based alternatives. There is also a lack of Linux-specific guidance or parity in backup, failover, and application examples.
Recommendations
  • Include Linux-based application examples (e.g., PostgreSQL, MySQL, Apache, NGINX) alongside Windows examples like SQL Server.
  • Provide explicit Linux instructions for PowerShell-heavy or Windows-centric procedures, such as using Bash, Azure CLI, or Ansible for VM management.
  • Mention Linux backup and disaster recovery solutions (e.g., application-consistent backups for Linux workloads, integration with Linux-native tools).
  • Ensure that references to platform-specific guides (CLI, PowerShell) are presented in a neutral order or grouped together, and clarify which instructions apply to which OS.
  • Add links to documentation for managing Linux VMs, including reliability, backup, and failover strategies.
  • Highlight cross-platform tools and patterns (e.g., Azure CLI, Terraform) that work equally well for both Windows and Linux environments.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed 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