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 shows mild Windows bias by presenting PowerShell as the first example for base64 encoding credentials, followed by Linux/macOS. Additionally, the example file path for kubectl uses a Windows-style path (C:\arc-data-services\sqlmi.yaml) rather than a Linux-style path, which may be less familiar to Linux users. However, Linux/macOS equivalents are provided, and most instructions are platform-neutral.
Recommendations
  • Present Linux/macOS CLI examples before or alongside PowerShell examples, especially for common tasks like base64 encoding.
  • Use platform-neutral file paths in examples (e.g., ./arc-data-services/sqlmi.yaml) or provide both Windows and Linux/macOS path formats.
  • Explicitly state that instructions apply equally to Windows, Linux, and macOS, and avoid implying Windows is the default platform.
  • Consider adding a table or section summarizing commands for all major platforms, ensuring parity and visibility.
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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