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
Summary
The documentation provides both Bash and PowerShell examples for command-line operations, and explicitly states that commands can be run in either environment. However, in the prerequisites section, Windows is mentioned before Ubuntu when describing deployment options, and Azure Kubernetes Service Edge Essentials (a Windows-focused solution) is listed before K3s (Linux). There are no sections that are Windows-only, and Linux users are given parity in examples and instructions.
Recommendations
  • List Linux/Ubuntu deployment options before or alongside Windows options to avoid perceived prioritization.
  • Ensure that any references to tools or environments (e.g., Azure Kubernetes Service Edge Essentials) are balanced with Linux equivalents.
  • Continue providing both Bash and PowerShell examples for all command-line instructions.
  • Explicitly mention macOS compatibility where applicable, if supported.
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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
2025-09-05 00:00 #102 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets