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 is heavily oriented towards Windows environments. It references Windows Server Failover Clustering as the underlying technology, links exclusively to Windows Server documentation, and describes cluster management primarily via PowerShell and local UI. There are no Linux-specific examples, tools, or alternative clustering patterns mentioned. The terminology, tooling, and operational steps all assume a Windows-centric approach, with no parity for Linux-based management or clustering solutions.
Recommendations
  • Explicitly state that Azure Stack Edge clustering is based on Windows Server Failover Clustering, and clarify if Linux-based clustering is unsupported or not applicable.
  • If Linux-based management or clustering is possible, provide equivalent examples and instructions for Linux environments (e.g., using Linux CLI, SSH, or relevant Linux clustering tools).
  • Include references to Linux documentation or best practices for similar scenarios, even if only to clarify limitations or differences.
  • Offer guidance for users who may wish to integrate Linux workloads or management tools, including any interoperability considerations.
  • Avoid assuming PowerShell as the only management interface; mention alternatives if available, such as REST APIs, CLI tools, or SSH.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased