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
missing_linux_example
Summary
The documentation focuses exclusively on Azure CLI commands and Azure portal workflows, which are cross-platform, but all operational context is centered on System Center Virtual Machine Manager (SCVMM)—a Windows-only technology. There are no Linux-specific examples, nor is there mention of Linux tools, shell commands, or Linux administration patterns. The only credential update and log collection examples assume Windows-based infrastructure and do not address Linux-based alternatives or mixed environments.
Recommendations
  • Explicitly state platform requirements and limitations (e.g., SCVMM is Windows-only) at the beginning of the documentation.
  • Provide guidance for administrators working from Linux or macOS workstations, such as how to install and use Azure CLI and SSH from those platforms.
  • Include example commands using Bash or other Linux shells for credential updates and log collection, especially where SSH is involved.
  • Clarify whether the Azure Arc resource bridge VM or management cluster can be administered from Linux, and provide instructions if possible.
  • Mention any Linux-compatible alternatives or integration points, if available, for hybrid environments.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Clean Clean
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Clean Clean
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets