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 page demonstrates mild Windows bias. In the section about base64 encoding credentials, PowerShell is presented first, followed by Linux/macOS. The example for creating the SQL managed instance uses a Windows-style file path (C:\arc-data-services\sqlmi.yaml) in the command. The recommended text editor is VS Code, which is cross-platform but often associated with Windows. However, most commands use kubectl, which is platform-agnostic, and Linux/macOS instructions are present.
Recommendations
  • Present Linux/macOS and Windows examples side-by-side, or alternate which platform is shown first.
  • Use platform-neutral file paths in examples (e.g., ./arc-data-services/sqlmi.yaml) or provide both Windows and Linux/macOS path examples.
  • Explicitly mention that VS Code is available on Linux/macOS, or suggest other popular editors for those platforms.
  • Where PowerShell is used, also provide equivalent bash or shell commands for Linux/macOS users.
  • Review all examples and notes to ensure Linux parity and avoid implicit prioritization of Windows tools or conventions.
GitHub Create Pull Request

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