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
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias by referencing Docker Desktop (a Windows/macOS-focused tool) as the default container runtime, omitting Linux-native alternatives and instructions. There are no Linux-specific examples or guidance for common Linux container runtimes (e.g., Podman, Docker Engine). The documentation also refers to the Azure portal and Aspire dashboard without clarifying cross-platform compatibility, and does not mention Linux-specific setup or troubleshooting steps.
Recommendations
  • Explicitly mention and provide instructions for Linux-native container runtimes (e.g., Docker Engine, Podman) alongside Docker Desktop.
  • Add Linux-specific setup steps or troubleshooting notes, especially for container runtime installation and usage.
  • Clarify that the Aspire dashboard and Azure portal are accessible from Linux environments, and provide any necessary caveats.
  • Ensure that all CLI commands and code samples are platform-agnostic, or provide platform-specific variants where needed.
  • Include screenshots or examples from Linux environments to demonstrate parity.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean

Flagged Code Snippets