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
powershell_heavy
missing_linux_example
Summary
The documentation page exhibits a Windows bias primarily through its metadata, service targeting, and example ordering. The metadata and service tags focus on Windows (e.g., 'virtual-machines-windows', 'ms.tgt_pltfrm: vm-windows'), and deployment instructions reference the Azure portal and Windows-centric resource naming. While the article discusses Linux HA solutions (Pacemaker for SUSE/RHEL), the step-by-step examples for Azure resource creation are generic and do not provide CLI or script examples for Linux users (e.g., Bash, cloud-init). The only explicit OS-level configuration examples are for Pacemaker, but even these are presented after extensive Windows/Azure portal instructions. There is a lack of parity in providing Linux-native tooling or automation examples, and the documentation assumes familiarity with Windows/Azure portal workflows.
Recommendations
  • Add Linux-focused CLI examples (e.g., Bash scripts, az CLI commands) for resource creation and configuration alongside or before Azure portal instructions.
  • Include references to Linux automation tools (cloud-init, Ansible, Terraform) for deploying Azure resources in SAP HA scenarios.
  • Balance the documentation by providing Linux-first or OS-neutral instructions, especially in step-by-step guides.
  • Clarify in the metadata and introduction that the guidance applies equally to Linux-based VMs, and update service tags to include Linux.
  • Provide explicit examples for configuring outbound connectivity using Linux-native tools and workflows, not just Azure portal or Windows-centric approaches.
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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 Clean Clean
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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets