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 provides both Azure CLI and Azure PowerShell examples for importing images into Azure Container Registry, but it lists Azure PowerShell as a primary tool alongside Azure CLI and portal, which may suggest a Windows-centric approach. The PowerShell example is given equal prominence to the CLI example, and there are no explicit Linux shell (bash) or cross-platform scripting examples. There is no mention of Linux-specific tools or workflows, and PowerShell is traditionally associated with Windows environments, though it is now cross-platform. The documentation does not provide Linux-first or Linux-specific guidance, nor does it mention Linux package managers or shell scripting alternatives.
Recommendations
  • Add explicit bash or shell script examples for Linux users, especially for common workflows such as importing images.
  • Clarify that Azure CLI is cross-platform and provide usage notes for Linux and macOS environments.
  • Mention that PowerShell is available on Linux, but also provide native Linux shell alternatives where appropriate.
  • Include references to Linux-native tools or workflows, such as using curl, wget, or podman where relevant.
  • Order examples so that cross-platform or Linux-native tools are presented before Windows-centric tools like PowerShell.
  • Add a section or note on Linux authentication patterns and registry access, including integration with Linux-based CI/CD systems.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Biased Biased
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Biased Biased
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Biased Biased
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
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