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
Summary
The documentation provides both Linux/macOS and Windows examples for ORAS commands, but Windows examples are consistently presented after Linux/macOS, and use Windows-specific syntax (cmd.exe, .\oras.exe, caret line continuation). There is a notable emphasis on Docker Desktop credential store, which is primarily a Windows/Mac tool, and no mention of Linux-native credential management. The authentication section references Microsoft Entra and Azure CLI, which are cross-platform, but the Docker credential store reference is Windows-centric. There are no missing Linux examples, but Windows-specific tools and patterns are mentioned.
Recommendations
  • Present Linux and Windows examples in parallel, or alternate which is shown first to avoid implicit prioritization.
  • Explicitly mention Linux-native credential management options (e.g., Docker credential helpers for Linux, or ORAS config file usage).
  • Clarify that Docker Desktop credential store is available on Windows and Mac, and provide equivalent instructions for Linux users (e.g., using docker-credential-pass or other Linux credential helpers).
  • Where possible, use platform-agnostic commands, or provide clear guidance for each platform, including Linux-specific nuances.
  • Review references to Windows tools (e.g., .\oras.exe) and ensure Linux equivalents are equally described and visible.
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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