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. Powershell is used exclusively for all command-line examples, with no equivalent Bash, Azure CLI, or Linux-native instructions provided. Windows-centric tools and patterns (e.g., Windows file paths, certificate store references) are present in code samples and explanations. Sample templates and migration walkthroughs reference Windows first, and Linux-specific guidance is missing or relegated to links without direct examples. This may hinder Linux users attempting similar migrations.
Recommendations
  • Provide equivalent Azure CLI and Bash examples for all Powershell commands, especially for cluster migration, node disabling, and resource management.
  • Include Linux-specific instructions and code samples, such as handling certificates, file paths, and Service Fabric management on Ubuntu or other supported distributions.
  • Reference both Windows and Linux sample templates equally, and ensure that links to Linux templates are accompanied by direct, in-page examples.
  • Avoid Windows-centric terminology (e.g., Windows file paths, certificate store names) in generic instructions, or provide Linux alternatives side-by-side.
  • Explicitly state platform differences and requirements in the prerequisites and migration steps, so users on Linux are aware of necessary adaptations.
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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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets