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
Summary
The documentation demonstrates mild Windows bias by presenting PowerShell as the first method for base64 encoding credentials, followed by Linux/macOS. Additionally, file path examples (e.g., C:\arc-data-services\sqlmi.yaml) use Windows conventions, and the recommended text editor is VS Code, which, while cross-platform, is often associated with Windows environments. However, most commands and tools (kubectl, yaml editing) are platform-neutral, and Linux/macOS equivalents are provided.
Recommendations
  • Present Linux/macOS and Windows examples side-by-side, or alternate which platform is shown first.
  • Include file path examples using both Windows (C:\...) and Linux/macOS (/home/user/...) formats.
  • Mention other cross-platform text editors (e.g., nano, vim, Sublime Text) alongside VS Code.
  • Explicitly state that all steps and tools are applicable to both Windows and Linux/macOS environments.
  • Ensure troubleshooting and related guides also provide parity in platform-specific instructions.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
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