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
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. All command-line examples use PowerShell syntax, and screenshots show Windows paths and environments. Instructions for editing the hosts file, installing certificates, and running Docker are Windows-centric, with no Linux or macOS equivalents provided. The use of Windows-specific tools (PowerShell, Windows hosts file, Certificate Import Wizard) is pervasive, and Linux workflows are not mentioned or illustrated.
Recommendations
  • Provide equivalent Linux/macOS instructions for editing the hosts file (e.g., /etc/hosts), installing certificates (using update-ca-certificates or similar), and managing Docker.
  • Include command-line examples using bash or sh for Linux environments, alongside PowerShell examples.
  • Show how to connect to the device and run management commands from a Linux shell (e.g., using curl, wget, or native Kubernetes CLI tools).
  • Add screenshots or terminal outputs from Linux environments where appropriate.
  • Explicitly mention Linux support in prerequisites and throughout the guide, ensuring parity in steps and troubleshooting.
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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
2026-01-11 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets