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
Summary
The documentation generally provides cross-platform guidance, but in several troubleshooting steps, Windows and macOS instructions (e.g., 'Launch Docker Desktop') are listed before Linux equivalents. The documentation refers to 'Docker Desktop' as the solution for Windows/macOS, which is a Windows/macOS-specific tool, while Linux users are given systemd-based instructions. In some cases, Windows and macOS are grouped together, and Linux is addressed separately, with Windows instructions appearing first. All command-line examples are cross-platform (bash, Azure CLI, kubectl), and there are no PowerShell-specific commands or Windows-only command syntax.
Recommendations
  • Alternate the order of platform instructions, or present all platforms in parallel (e.g., with tabs for Windows, macOS, Linux) to avoid consistently listing Windows/macOS first.
  • Explicitly mention Linux GUI options for Docker if available, or clarify that Docker Desktop is not available on Linux.
  • Where possible, provide parity in troubleshooting steps (e.g., if a GUI tool is mentioned for Windows/macOS, suggest equivalent Linux tools or clarify their absence).
  • Consider using headings or callouts for each OS to make parity clear.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #397 in_progress Biased Biased
2026-02-17 00:00 #393 in_progress Biased Biased
2026-02-16 00:00 #389 in_progress Biased Biased
2026-02-15 00:00 #385 in_progress Biased Biased
2026-02-14 00:00 #381 in_progress Biased Biased
2026-02-13 00:00 #377 in_progress Biased Biased
2026-02-12 00:00 #373 in_progress Biased Biased
2026-02-11 00:00 #369 in_progress Biased Biased
2026-02-10 00:00 #365 completed Biased Biased
2026-02-09 00:00 #361 completed Biased Biased
2026-02-08 00:00 #357 completed Biased Biased
2026-02-05 00:00 #345 completed Biased Biased
2026-02-04 00:00 #341 completed Biased Biased
2026-02-03 00:00 #337 completed Biased Biased
2026-01-14 00:00 #253 completed Biased Biased
2026-01-13 00:00 #249 completed Biased Biased

Flagged Code Snippets