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_missing
minor_windows_tools
Summary
The documentation provides troubleshooting steps for the Agentic CLI for AKS and generally includes both Windows/macOS and Linux guidance. However, in several sections (especially Docker-related issues), Windows/macOS instructions are listed before Linux, and Windows-specific tools (Docker Desktop) are referenced. There are no PowerShell examples, but Windows/macOS users are directed to GUI actions (launch Docker Desktop), while Linux users are given CLI commands. All Azure CLI and kubectl examples are cross-platform. 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 'windows_first' bias.
  • Provide explicit Linux/macOS CLI alternatives for Docker Desktop actions (e.g., 'systemctl start docker' for macOS with Homebrew installs).
  • Clarify that Docker Desktop is not available on Linux and provide links to Linux-specific Docker troubleshooting.
  • Consider adding PowerShell examples for Windows users if CLI is preferred, or Bash equivalents for macOS.
  • Ensure parity in troubleshooting steps for all platforms, including edge cases (e.g., Docker on macOS without Docker Desktop).
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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