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
missing_linux_example
Summary
The documentation provides troubleshooting steps for the agentic CLI for AKS with some evidence of Windows bias. In Docker-related troubleshooting, Windows/macOS instructions (Docker Desktop) are listed before Linux instructions, and Linux-specific solutions are sometimes less detailed. Azure CLI examples are platform-neutral, but there are no PowerShell or Linux shell alternatives for Azure commands. The documentation does not provide Linux-specific troubleshooting for Docker Desktop alternatives or mention Linux GUI tools. Overall, the bias is minor and does not prevent Linux/macOS users from completing tasks.
Recommendations
  • Alternate the order of Windows/macOS and Linux instructions to avoid always listing Windows first.
  • Add Linux-specific troubleshooting tips for Docker (e.g., checking Docker daemon status, logs, and common Linux issues).
  • Provide PowerShell and Bash equivalents for Azure CLI commands where relevant.
  • Mention Linux GUI Docker tools (if any) or clarify that Docker Desktop is not available on Linux.
  • Ensure all troubleshooting steps are equally detailed for Linux, macOS, and Windows.
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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